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Please find many additional publications in the
individual home pages. |
| |
| 2013 |
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IDSIA‑04‑13
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2013, July, 3
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DOWNLOAD 404 Kb
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Rupesh Kumar Srivastava Jonathan Masci S. Kazerounian, F. Gomez, J. Schmidhuber
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Compete to Compute
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IDSIA‑03‑13
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2013, Marzo, 14
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DOWNLOAD 176 Kb
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Alessio Benavoli
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The generalised moment based filter
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IDSIA‑02‑13
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2013, April, 18
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DONWLOAD 324 Kb
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Denis D. Mauá Cassio Polpo de Campos Alessio Benavoli, Alessandro Antonucci
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On the Complexity of Strong and Epistemic Credal Networks
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IDSIA‑01‑13
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2013, Febbraio, 6
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DOWNLOAD (897 Kb)
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Alessandro Giusti Dan Ciresan, Jonathan Masci Luca Maria Gambardella, Juergen Schmidhuber
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Fast Image Scanning with Deep Max-Pooling Convolutional Neural Networks
| | 2012 |
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IDSIA‑08‑12
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2012, Ottobre, 10
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DOWNLOAD (197 Kb)
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Matteo Salani Lorenzo Ruinelli Luca Maria Gambardella
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Constraint violation in vehicle routing
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IDSIA‑07‑12
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2012, Settembre, 11
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DOWNLOAD (1.6 Mb)
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Alessandro Giusti Matteo Salani, Gianni A. Di Caro Andrea Emilio Rizzoli, Luca Maria Gambardella
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Restricted neighborhood communication improves decentralized demand-side load management
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IDSIA ‑ 06 ‑ 12
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2012, Aprile, 15
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DOWNLOAD (239 kB)
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Michal Kudelski Marco Cinus Luca Maria Gambardella and Gianni A. Di Caro
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A Framework for Realistic Simulation of Networked Multi-Robot Systems
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IDSIA ‑ 05 ‑ 12
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2012, August, 28
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DOWNLOAD (9.8 Mb)
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Eduardo Feo Luca Maria Gambardella Gianni di Caro
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Search and rescue using mixed swarms of heterogeneous agents: modeling, simulation, and planning
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IDSIA ‑ 04 ‑ 12
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2012, February, 14
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DOWNLOAD (2.2 Mb)
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Dan Ciresan Ueli Meier Juergen Schmidhuber
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Multi-column Deep Neural Networks for Image Classification
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IDSIA ‑ 03 ‑ 12
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2012, February, 02
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DOWNLOAD (377 kB)
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Marco Zaffalon Giorgio Corani Denis Mauŕ
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Evaluating credal classifiers by utility-discounted predictive accuracy
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IDSIA ‑ 02 ‑ 12
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2012, Gennaio, 24
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DOWNLOAD (389 kB)
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Alessio Benavoli Marco Zaffalon
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Density-ratio robustness in dynamic state estimation
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IDSIA ‑ 01 ‑ 12
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2012, Gennaio, 20
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DOWNLOAD (496 kB)
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Alessandro Antonucci Marco Cattaneo Giorgio Corani
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Likelihood-Based Robust Classification with Bayesian Networks
| | 2011 |
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IDSIA ‑ 08 ‑ 11
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2011, December, 1
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DOWNLOAD (475 kB)
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Lorenzo Ruinelli Matteo Salani Luca Maria Gambardella
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Column Generation for a Rich VRP
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IDSIA ‑ 07 ‑ 11
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2011, November, 39
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DOWNLOAD (11.4 Mb)
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Varun R Kompella Matthew Luciw Juergen Schmidhuber
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Incremental Slow Feature Analysis: Adaptive and Episodic Learning from High-Dimensional Input Streams
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IDSIA ‑ 06 ‑ 11
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2011, November, 15
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DONWLOAD (299kB)
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Dennis Weyland Roberto Montemanni Luca Maria Gambardella
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Convergence Results for Vehicle Routing Problems with Stochastic Demands
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IDSIA ‑ 05 ‑ 11
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2011, September, 29
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DOWNLOAD (pdf 1.4 Mb)
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Matteo Salani Alessandro Giusti Gianni Di Caro, Andrea Rizzoli, Luca Gambardella
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Lexicographic multi-objective optimization for the unit commitment problem and economic dispatch in a microgrid
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IDSIA ‑ 04 ‑11
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2011, Aprile, 1
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DOWNLOAD (2.0 Mb pdf)
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Frederick Ducatelle Gianni Di Caro C. Pinciroli, F. Mondada, Luca Maria Gambardella,
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Communication assisted navigation in robotic swarms: self-organization and cooperation
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IDSIA ‑ 03 ‑ 11
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2011, March, 1
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328 Kb PDF
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Dan Ciresan Ueli Meier Luca M Gambardella, Juergen Schmidhuber
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Handwritten Digit Recognition with a Committee of Deep Neural Nets on GPUs
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IDSIA ‑ 02 ‑ 11
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2011, March, 1
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DOWNLOAD (1.5 Mb pdf)
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Jan Koutnik Faustino Gomez Ju ̈rgen Schmidhuber
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Fourier Networks
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IDSIA ‑ 01 ‑ 11
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2011, March, 01
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291 Kb PDF
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Dan Ciresan, Ueli Meier, Jonathan Masci Luca M Gambardella, Juergen Schmidhuber
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High-Performance Neural Networks for Visual Object Classification
| | 2010 |
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IDSIA ‑ 03 ‑10
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2010, November, 10
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DOWNLOAD (554 Kb pdf)
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Tom Schaul Yi Sun Daan Wierstra, Faustino Gomez, Juergen Schmidhuber
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Curiosity-driven Optimization
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IDSIA ‑ 02 ‑ 10
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2010, June, 9
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DOWNLOAD (1.1 Mb pdf)
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G. Corani A. Antonucci M. Zaffalon
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Bayesian Networks with Imprecise Probabilities: Theory and Application to Classification
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IDSIA ‑ 01 ‑ 10
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2010, Gennaio, 08
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DOWNLOAD (823 Kb pdf)
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Frederick Ducatelle Gianni Di Caro Luca Maria Gambardella
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Cooperative Self-Organization in a Heterogeneous Swarm Robotic System
| | 2009 |
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IDSIA ‑ 05 ‑ 09
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2009, Ottobre, 29
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DOWNLOAD (280 Kb pdf)
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A. Benavoli M. Zaffalon E. Miranda
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Robust filtering through coherent lower previsions
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IDSIA ‑ 04 ‑ 09
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2009, April, 29
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DOWNLOAD (312 Kb)
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Alberto Piatti Marco Zaffalon Fabio Trojani, Marcus Hutter
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Limits of Learning about a Categorical Latent Variable under Prior Near-Ignorance
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IDSIA ‑ 03 ‑ 09
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2009, March, 19
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DOWNLOAD (216 Kb)
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Gert de Cooman Filip Hermans Alessandro Antonucci, Marco Zaffalon
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Epistemic irrelevance in credal networks: the case of imprecise Markov trees
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IDSIA ‑ 02 ‑ 09
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2009, February, 20
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DOWNLOAD (224Kb)
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János Barta Valeria Leggieri Roberto Montemanni, Paolo Nobili, Chefi Triki
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Minimum Power Multicasting in Wireless Networks under Probabilistic Node Failures
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IDSIA ‑ 01 ‑ 09
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2009, January, 22
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DOWNLOAD (2.8 Mb pdf)
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F. Ducatelle A. Förster G.A. Di Caro, L.M. Gambardella
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Task allocation in robotic swarms: new methods and comparisons
| | 2008 |
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IDSIA ‑ 10 ‑ 08
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2008, November, 1
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Not available yet
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Giorgio Corani Andrea Rizzoli Marco Zaffalon
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Prediction of releases from Lake Lugano
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IDSIA ‑ 09 ‑ 08
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2008, October, 31
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DOWNLOAD 308 Kb pdf
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Shane Legg Marcus Hutter
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Temporal Difference Updating without a Learning Rate
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IDSIA ‑ 08 ‑ 08
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2008, October, 31
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DOWNLOAD 240 Kb pdf
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D. Ryabko M. Hutter
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On the Possibility of Learning in Reactive Environments with Arbitrary Dependence
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IDSIA ‑ 07 ‑ 08
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2008, July, 9
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DOWNLOAD 262 KB pdf
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Matteo Gagliolo Juergen Schmidhuber
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Algorithm Selection as a Bandit Problem with Unbounded Losses
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IDSIA ‑ 06 ‑ 08
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2008, June, 26
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DOWNLOAD 243 Kb pdf
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F. . Ducatelle G.A. Di Caro L. M. Gambardella
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Robot Navigation in a Networked Swarm
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IDSIA ‑ 05 ‑ 08
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2008, May, 9
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DOWNOLAD 325 KB pdf
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Gianni A. Di Caro, Frederick Ducatelle, Luca M. Gambardella.
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Ant Colony Optimization for Routing in Mobile Ad Hoc Networks in Urban
Environments.
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IDSIA ‑ 04 ‑ 08
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2008, April, 15
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DOWNOLAD 112 KB pdf
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Santiago Fernandez, Alex Graves, Juergen Schmidhuber.
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Phoneme recognition in TIMIT with BLSTM-CTC.
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IDSIA ‑ 03 ‑ 08
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2008, April, 7
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DOWNLOAD 199 KB pdf
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R. Montemanni, L.M. Gambardella,
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Robust shortest path problems with uncertain costs.
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IDSIA ‑ 02 ‑ 08
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2008, March, 31
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DOWNLOAD 210 KB pdf
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Frederick Ducatelle, Gianni Di Caro, Luca Maria Gambardella.
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A New Approach for Integrating Proactive and Reactive Routing in
Mobile Ad Hoc Networks.
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IDSIA ‑ 01 ‑ 08
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2008, January, 16
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DOWNOLAD 739 KB pdf
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Daan Wierstra, Tom Schaul, Jan Peters, Juergen Schmidhuber.
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Natural Evolution Strategies.
| | 2007 |
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IDSIA ‑ 12 ‑ 07
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2007, December, 25
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DOWNOLAD 193 KB pdf
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Roberto Montemanni, Derek H. Smith.
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Heuristic construction of constant weight binary codes.
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IDSIA ‑ 11 ‑ 07
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2007, December, 22
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DOWNOLAD 152 KB pdf
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Shane Legg, Marcus Hutter.
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Tests of Machine Intelligence.
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IDSIA ‑ 10 ‑ 07
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2007, December, 20
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DOWNLOAD 324 KB pdf
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Shane Legg, Marcus Hutter.
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Universal Intelligence: A Definition of Machine Intelligence
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IDSIA ‑ 09 ‑ 07
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2007, September, 18
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DOWNLOAD 241 KB pdf
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Giorgio Corani, Marco Zaffalon.
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JNCC2: the Java implementation of the Naive Credal Classifier2
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IDSIA ‑ 08 ‑ 07
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2007, September, 5
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DOWNLOAD 212 KB pdf
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Giorgio Corani, Marco Zaffalon.
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Naive Credal Classifier 2: a robust approach to classification for small and incomplete data sets.
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IDSIA ‑ 07 ‑ 07
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2007, June, 15
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DOWNOLAD 109 KB pdf
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Shane Legg, Marcus Hutter.
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A Collection of Definitions of Intelligence.
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IDSIA ‑ 06 ‑ 07
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2007, June, 22
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DOWNOLAD 396 KB pdf
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Leonora Bianchi, Luca Maria Gambardella.
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Ant Colony Optimization and Local Search based on Exact and Estimated Objective Values
for the Probabilistic Traveling Salesman Problem.
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IDSIA ‑ 05 ‑ 07
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2007, May, 30
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DOWNLOAD 204 KB pdf
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Alberto Piatti, Marco Zaffalon, Fabio Trojani, Marcus Hutter
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Learning about a Categorical Latent Variable under Prior Near-Ignorance.
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IDSIA ‑ 04 ‑ 07
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2007, May, 4
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DOWNLOAD 328 KB pdf
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Alex Graves, Santiago Fernandez, Juergen Schmidhuber.
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Multi-Dimensional Recurrent Neural Networks.
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IDSIA ‑ 03 ‑ 07
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2007, February, 20
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DOWNLOAD 157 KB pdf
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Daniil Ryabko.
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Using Data Compressors to Construct Rank Tests.
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IDSIA ‑ 02 ‑ 07
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2007, February, 2
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DOWNLOAD 505 KB pdf
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Matteo Gagliolo, Jürgen Schmidhuber.
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Learning Dynamic Algorithm Portfolios.
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IDSIA ‑ 01 ‑ 07
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2007, January, 22
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DOWNLOAD 219 KB pdf
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Frederick Ducatelle, Gianni Di Caro, Luca Maria Gambardella.
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A study on the use of MANETs in an urban environment.
| | 2006 |
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IDSIA ‑ 16 ‑ 06
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2006, October, 20
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DOWNLOAD 503 KB pdf
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Marcus Hutter, Shane Legg.
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Fitness Uniform Optimization.
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IDSIA ‑ 15 ‑ 06
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2006, September, 30
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DOWNLOAD 288 KB pdf
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Alexey Chernov, Juergen Schmidhuber.
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Asymmetric Planning for Incremental Real-Time Heuristic Search.
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IDSIA ‑ 13 ‑ 06
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2006, June, 16
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DOWNLOAD 227 KB pdf
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Daniil Ryabko, Marcus Hutter.
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On Sequence Prediction for Arbitrary Measures.
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IDSIA ‑ 12 ‑ 06
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2006, June, 6
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DOWNLOAD 197 KB pdf
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Shane Legg.
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Is there an Elegant Universal Theory of Prediction?
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IDSIA ‑ 11 ‑ 06
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2006, January, 19
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DOWNLOAD 264 KB pdf
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Marcus Hutter.
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General Discounting versus Average Reward.
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IDSIA ‑ 10 ‑ 06
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2006, April, 14
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DOWNLOAD 155 KB pdf
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Shane Legg, Marcus Hutter.
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A Formal Measure of Machine Intelligence.
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IDSIA ‑ 09 ‑ 06
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2006, March, 28
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DOWNLOAD 205 KB pdf
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Daniil Ryabko, Marcus Hutter.
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Asymptotic Learnability of Reinforcement Problems with Arbitrary Dependence.
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IDSIA ‑ 08 ‑ 06
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2006, March, 24
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DOWNLOAD 596 KB pdf
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Leonora Bianchi, Marco Dorigo, Luca Maria Gambardella, Walter J. Gutjahr.
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Metaheuristics in Stochastic Combinatorial Optimization: a Survey.
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IDSIA ‑ 07 ‑ 06
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2006, March, 20
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DOWNLOAD 412 KB pdf
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Gianni A. Di Caro, Frederick Ducatelle, Luca M. Gambardella.
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Studies of routing performance in a city-like testbed for mobile ad hoc
networks.
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IDSIA ‑ 06 ‑ 06
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2006, February, 18
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DOWNLOAD 136 KB pdf
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Boris Ryabko, Daniil Ryabko.
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Provably Secure Universal Steganographic Systems.
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IDSIA ‑ 05 ‑ 06
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2006, March, 7
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DOWNLOAD 270 KB pdf
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Viktor Zhumatiy, Faustino Gomez, Marcus Hutter, Juergen Schmidhuber.
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Metric State Space Reinforcement Learning for a Vision-Capable Mobile Robot.
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IDSIA ‑ 04 ‑ 06
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2006, February, 22
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DOWNLOAD 270 KB pdf
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Jan Poland, Marcus Hutter.
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MDL Convergence Speed for Bernoulli Sequences.
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IDSIA ‑ 03 ‑ 06
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2006, February, 8
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DOWNLOAD 245 KB pdf
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Marcus Hutter.
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On the Foundations of Universal Sequence Prediction.
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IDSIA ‑ 02 ‑ 06
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2006, April, 11
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Leonora Bianchi, Luca Maria Gambardella, Marco Dorigo.
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Ant Colony Optimization and Local Search for the Probabilistic Traveling Salesman Problem.
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IDSIA ‑ 01 ‑ 06
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2006, January, 11
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DOWNLOAD 200 KB pdf
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Roberto Montemanni, Janos Barta, Luca Maria Gambardella.
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Heuristic and preprocessing techniques for the robust traveling salesman problem with interval data.
| | 2005 |
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IDSIA ‑ 20 ‑ 05
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2005, November, 5
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DOWNLOAD 244 KB pdf
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Roberto Montemanni, Janos Barta, Luca Maria Gambardella.
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The robust traveling salesman problem with interval data.
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IDSIA ‑ 19 ‑ 05
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2005, October, 6, revised Dec. 15
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DOWNLOAD 111 KB pdf
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Juergen Schmidhuber, Matteo Gagliolo, Daan Wierstra, Faustino Gomez.
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Evolino for Recurrent Support Vector Machines.
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IDSIA ‑ 18 ‑ 05
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2005, August, 16
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DOWNLOAD 253 KB pdf
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Jan Poland, Marcus Hutter.
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Universal Learning of Repeated Matrix Games.
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IDSIA ‑ 17 ‑ 05
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2005, July, 19
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DOWNLOAD 163 KB pdf
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Daniil Ryabko.
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On computability of pattern recognition problems.
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IDSIA ‑ 16 ‑ 05
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2005, July, 18
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DOWNLOAD 213 KB pdf
|
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Alexey Chernov, Marcus Hutter.
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Monotone Conditional Complexity Bounds on Future Prediction Errors.
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IDSIA ‑ 15 ‑ 05
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2005, July, 11
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DOWNLOAD 250 KB pdf
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Jan Poland, Marcus Hutter.
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Defensive Universal Learning with Experts.
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IDSIA ‑ 14 ‑ 05
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2005, July, 10
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DOWNLOAD 568 KB pdf
|
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Marcus Hutter
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Bayesian Regression of Piecewise Constant Functions.
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IDSIA ‑ 13 ‑ 05
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2005, June, 8
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DOWNLOAD 319 KB pdf
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Jan Poland, Marcus Hutter.
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Asymptotics of Discrete MDL for Online Prediction.
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IDSIA ‑ 12 ‑ 05
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2005, April, 20
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DOWNLOAD 143 KB pdf
|
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Alexey Chernov, Juergen Schmidhuber.
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On decrease of a priori randomness deficiency.
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IDSIA ‑ 11 ‑ 05
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2005, April, 20
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DOWNLOAD 206 KB pdf
|
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Alexey Chernov, Juergen Schmidhuber.
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Prefix-like Complexities of Finite and Infinite Sequences on Generalized Turing Machines.
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IDSIA ‑ 10 ‑ 05
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2005, April, 11
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DOWNLOAD 280 KB pdf
|
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Marcus Hutter, Jan Poland.
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Adaptive Online Prediction by Following the Perturbed Leader.
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IDSIA ‑ 09 ‑ 05
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2005, April, 8
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DOWNLOAD 136 KB pdf
|
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Alex Graves, Nicole Beringer, Juergen Schmidhuber.
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Rapid Retraining on Speech Data with LSTM Recurrent Networks.
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IDSIA ‑ 08 ‑ 05
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2005, March, 31
|
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DOWNLOAD 185 KB pdf
|
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Alessandro Antonucci, Marco Zaffalon.
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Fast Algorithms for robust classification with Bayesian Nets.
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IDSIA ‑ 07 ‑ 05
|
2005, March, 18
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DOWNLOAD 108 KB pdf
|
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N. Beringer, A. Graves, F. Schiel, J. Schmidhuber.
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Classifying unprompted speech by retraining LSTM Nets.
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IDSIA ‑ 06 ‑ 05
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2005, March, 9
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DOWNLOAD 240 KB pdf
|
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L. Bianchi, M. Birattari, M. Chiarandin. M. Manfrin, M. Mastrolilli, L. Paquete, O. Rossi-Doria, T. Schiavinotto.
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Hybrid Metaheuristics for the Vehicle Routing Problem with Stochastic Demands.
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IDSIA ‑ 05 ‑ 05
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2005, March, 11
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DOWNLOAD 268 KB pdf
|
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Marcus Hutter.
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On Generalized Computable Universal Priors and their Convergence.
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IDSIA ‑ 04 ‑ 05
|
2005, February, 14
|
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DOWNLOAD 64 KB pdf
|
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Shane Legg, Marcus Hutter.
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A Universal Measure of Intelligence for Artificial Agents.
|
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IDSIA ‑ 03 ‑ 05
|
2005, January, 31
|
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DOWNLOAD 332 KB pdf
|
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Igor Fischer, Jan Poland.
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Amplifying the Block Matrix Structure for Spectral Clustering.
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IDSIA ‑ 02 ‑ 05
|
2005, January, 31
|
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DOWNLOAD 223 KB pdf
|
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Jan Poland, Marcus Hutter.
|
Strong Asymptotic Assertions for Discrete MDL in Regression and Classification.
|
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IDSIA ‑ 01 ‑ 05
|
2005, January, 31
|
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DOWNLOAD 249 KB pdf
|
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Jan Poland, Marcus Hutter.
|
Master Algorithms for Active Experts Problems based on Increasing Loss Values.
| | 2004 |
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IDSIA ‑ 28 ‑ 04
|
2004, November, 30
|
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DOWNLOAD 191 KB pdf
|
|
Frederick Ducatelle, Gianni Di Caro, Luca Maria Gambardella.
|
Using Ant Agents to Combine Reactive and Proactive Strategies for Routing in Mobile Ad Hoc Networks.
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IDSIA ‑ 27 ‑ 04
|
2004, September, 30
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DOWNLOAD 220 KB pdf
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Gianni Di Caro, Frederick Ducatelle, Luca Maria Gambardella.
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AntHocNet: An Adaptive Nature-Inspired Algorithm for Routing in Mobile Ad Hoc Networks.
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IDSIA ‑ 26 ‑ 04
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2004, October, 29
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DOWNLOAD 132 KB pdf
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Frederick Ducatelle, Gianni Di Caro, Luca Maria Gambardella
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Ant Agents for Hybrid Multipath Routing in Mobile Ad Hoc Networks.
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IDSIA ‑ 25 ‑ 04
|
2004, August, 31
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DOWNLOAD 140 KB pdf
|
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Gianni Di Caro, Frederick Ducatelle, Luca Maria Gambardella.
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AntHocNet: an Ant-Based Hybrid Routing Algorithm for Mobile Ad HocNetworks.
|
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IDSIA ‑ 24 ‑ 04
|
2004, November, 23
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DOWNLOAD 240 KB pdf
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Marcus Hutter.
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Fast Non-Parametric Bayesian Inference on Infinite Trees.
|
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IDSIA ‑ 23 ‑ 04
|
2004, November, 10
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DOWNLOAD 235 KB ps.gz
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Matteo Gagliolo, Viktor Zhumatiy, Juergen Schmidhuber.
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Adaptive Online Time Allocation to Search Algorithms.
|
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IDSIA ‑ 22 ‑ 04
|
2004, November, 10
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DOWNLOAD 203 KB pdf
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Christoph Ambühl.
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An Optimal Bound for the MST Algorithm to Compute Energy Efficient Broadcast Trees in Wireless Networks.
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IDSIA ‑ 21 ‑ 04
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2004, November, 9
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DOWNLOAD 240 KB pdf
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Shane Legg, Marcus Hutter.
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Ergodic MDPs Admit Self-Optimising Policies.
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IDSIA ‑ 20 ‑ 04
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2004, November, 9
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DOWNLOAD 300 KB pdf
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Shane Legg, Marcus Hutter.
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A Taxonomy for Abstract Environments.
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IDSIA ‑ 19 ‑ 04
|
2004, October, 29
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DOWNLOAD 133 KB pdf
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Nicole Beringer.
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Human Language Acquisition methods in a Machine Learning Task.
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IDSIA ‑ 18 ‑ 04
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2004, October, 29
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DOWNLOAD 92 KB pdf
|
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Nicole Beringer.
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How to Integrate Phonetic and Linguistic Knowledge in a Text-to-Phoneme Conversion Task: A Syllabic TPC Tool for French.
|
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IDSIA ‑ 17 ‑ 04
|
2004, December, 21
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DOWNLOAD 257 KB pdf
|
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Faustino J. Gomez, Juergen Schmidhuber.
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Co-Evolving Recurrent Neurons Learn Deep Memory POMDPs.
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IDSIA ‑ 16 ‑ 04
|
2004, October, 22
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|
DOWNLOAD 334 KB pdf
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Marcus Hutter.
|
Sequential Predictions based on Algorithmic Complexity.
|
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IDSIA ‑ 15 ‑ 04
|
2004, September, 7
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|
DOWNLOAD 291 KB pdf
|
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A.E. Rizzoli, F. Oliverio, R. Montemanni, L.M. Gambardella.
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Ant Colony Optimisation for vehicle routing problems: from theory to applications.
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IDSIA ‑ 14 ‑ 04
|
2004, July, 23
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|
DOWNLOAD 230KB pdf
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Marcus Hutter, Andrej Muchnik.
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Universal Convergence of Semimeasures on Individual Random Sequences.
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IDSIA ‑ 13 ‑ 04
|
2004, July, 15
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|
DOWNLOAD 248 KB pdf
|
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Jan Poland, Marcus Hutter.
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On the Convergence Speed of MDL Predictions for Bernoulli Sequences.
|
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IDSIA ‑ 12 ‑ 04
|
2004, June, 21
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|
DOWNLOAD 779 KB pdf
|
|
Igor Fischer, Jan Poland.
|
New Methods for Spectral Clustering.
|
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IDSIA ‑ 11 ‑ 04
|
2004, June, 17
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|
DOWNLOAD 214 KB pdf
|
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Shane Legg, Marcus Hutter.
|
Fitness Uniform Deletion: A Simple Way to Preserve Diversity.
|
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IDSIA ‑ 10 ‑ 04
|
2004, June, 16
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Marco Zaffalon.
|
Statistical classification with incomplete observations.
|
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IDSIA ‑ 09 ‑ 04
|
2004, June, 16
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|
DOWNLOAD 227 KB pdf
|
|
Jan Poland.
|
Explicit Local Models: Towards "Optimal" Optimization Algorithms.
|
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IDSIA ‑ 08 ‑ 04
|
2004, May, 12
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|
DOWNLOAD 219 KB pdf
|
|
Marcus Hutter, Jan Poland.
|
Prediction with Expert Advice by Following the Perturbed Leader for
General Weights.
|
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IDSIA ‑ 07 ‑ 04
|
2004, March, 26
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|
DOWNLOAD 511 KB pdf
|
|
L. Bianchi,
M. Birattari, M. Chiarandini, M. Manfrin,
M. Mastrolilli, L. Paquete,
O. Rossi-Doria.
|
Research on the Vehicle Routing Problem with Stochastic Demand.
|
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IDSIA ‑ 06 ‑ 04
|
2004, April, 30
|
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|
DOWNLOAD 155 KB pdf
|
|
Leonora Bianchi,Mauro Birattari, Max Manfrin,Monaldo Mastrolilli, Luis Paquete, Olivia Rossi-Doria,Tommaso Schiavinotto.
|
Metaheuristics for the Vehicle Routing Problem with Stochastic Demands.
|
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IDSIA ‑ 05 ‑ 04
|
2004, April, 29
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|
DOWNLOAD 148 KB pdf
|
|
Jan Poland.
|
A Coding Theorem for Enumerable Output Machines.
|
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IDSIA ‑ 04 ‑ 04
|
2004, March, 20
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|
DOWNLOAD 331 KB pdf
|
|
Shane Legg, Marcus Hutter, Akshat Kumar.
|
Tournament versus Fitness Uniform Selection.
|
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IDSIA ‑ 03 ‑ 04
|
2004, April, 28
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|
DOWNLOAD 219 KB pdf
|
|
Jan Poland, Marcus Hutter.
|
Convergence of Discrete MDL for Sequential Prediction.
|
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|
IDSIA ‑ 02 ‑ 04
|
2004, March, 1
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|
DOWNLOAD 158 KB pdf
|
|
Alessandro Antonucci, Andrea Salvetti, Marco Zaffalon.
|
Hazard Assessment of Debris Flows by Credal Networks.
|
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|
IDSIA ‑ 01 ‑ 04
|
2004, January, 28
|
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|
DOWNLOAD 211 KB pdf
|
|
Leonora Bianchi, Ann Melissa Campbell.
|
Extension of the 2-p-opt and 1-shift Algorithms to the Heterogeneous
Probabilistic Traveling Salesman Problem
| | 2003 |
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IDSIA ‑ 24 ‑ 03
|
2003, December, 30
|
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|
DOWNLOAD 218 KB pdf
|
|
Gianni A. Di Caro.
|
Analysis of simulation environments for mobile ad hoc networks.
|
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|
IDSIA ‑ 23 ‑ 03
|
2003, December, 25
|
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|
DOWNLOAD 168 KB pdf
|
|
Roberto Montemanni, Luca Maria Gambardella.
|
An exact algorithm for the min-power symmetric connectivity problem in wireless networks.
|
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|
IDSIA ‑ 22 ‑ 03
|
2003, December, 16
|
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|
DOWNLOAD 222 KB pdf
|
|
Giovanni C. Pettinaro, Ivo W. Kwee, Luca M. Gambardella.
|
Swarmbot3D User Manual.
|
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|
IDSIA ‑ 21 ‑ 03
|
2003, December, 16
|
|
|
DOWNLOAD 3.9 MB pdf
|
|
Giovanni C. Pettinaro, Ivo W. Kwee, Luca M. Gambardella.
|
Definition, Implementation, and Calibration of the Swarmbot3D Simulator.
|
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|
IDSIA ‑ 20 ‑ 03
|
2003, November, 28
|
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|
DOWNLOAD 897 KB pdf
|
|
Giovanni C. Pettinaro, Ivo W. Kwee, Luca M. Gambardella.
|
Acceleration of 3D Dynamics Simulation of S-Bot Mobile Robots using Multi-Level Model Switching.
|
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|
IDSIA ‑ 19 ‑ 03
|
2003, September, 25, revised Dec. 11
|
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|
DOWNLOAD 316 KB pdf
|
|
Juergen Schmidhuber.
|
Gödel machines: self-referential universal problem solvers making provably optimal self-improvements.
|
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|
IDSIA ‑ 18 ‑ 03
|
2003, September, 22
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|
DOWNLOAD 220 KB pdf
|
|
Leonora Bianchi, Joshua Knowles, Neill Bowler.
|
Local search for the probabilistic traveling salesman problem: correction to the 2-p-opt and 1-shift algorithms.
|
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|
IDSIA ‑ 17 ‑ 03
|
2003, September, 01
|
|
|
DOWNLOAD 660 KB pdf
|
|
Alberto V. Donati, Roberto Montemanni, Norman Casagrande, Andrea E. Rizzoli, Luca M. Gambardella.
|
Time Dependent Vehicle Routing Problem with a Multi Ant Colony System.
|
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|
IDSIA ‑ 16 ‑ 03
|
2003, October, 30
|
|
|
DOWNLOAD 288 KB pdf
|
|
Ray J. Solomonoff.
|
Progress in Incremental Machine Learning.
|
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|
IDSIA ‑ 15 ‑ 03
|
2003, June, 06
|
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|
DOWNLOAD 204 KB ps.gz
|
|
Hutter, Marcus, Zaffalon, Marco.
|
Bayesian Treatment of Incomplete Discrete Data applied to Mutual Information and Feature Selection.
|
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|
IDSIA ‑ 14 ‑ 03
|
2003, June, 06
|
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|
DOWNLOAD 183 KB ps.gz
|
|
Eck, Douglas, Graves, Alex, Schmidhuber, Juergen.
|
A New Approach to Continuous Speech Recognition Using LSTM Recurrent Neural Networks.
|
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IDSIA ‑ 13 ‑ 03
|
2003, May, 28
|
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|
DOWNLOAD 145 KB ps.gz
|
|
Graves, Alex, Eck, Douglas, Schmidhuber, Juergen.
|
Comparing LSTM Recurrent Networks with Spiking Recurrent Networks on the Recognition of Spoken Digits.
|
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|
IDSIA ‑ 12 ‑ 03
|
2003, May, 26
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de Cooman, G., Zaffalon, M.
|
Updating probabilities with incomplete observations.
|
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|
IDSIA ‑ 11 ‑ 03
|
2003, April, 11
|
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|
DOWNLOAD 292 KB pdf
|
|
Marco Zaffalon, Marcus Hutter.
|
Robust inference of trees.
|
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|
IDSIA ‑ 10 ‑ 03
|
2003, April, 09
|
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|
Alberto V. Donati, Luca Maria Gambardella, Norman Casagrande, Roberto Montemanni.
|
Optimizing Starting Times for the Time Dependent Vehicle Routing Problem.
|
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|
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|
IDSIA ‑ 09 ‑ 03
|
2003, March, 16
|
|
|
DOWNLOAD 222 KB ps.gz
|
|
Marcus Hutter.
|
Sequence Prediction based on Monotone Complexity.
|
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|
IDSIA ‑ 08 ‑ 03
|
2003, February, 28
|
|
|
DOWNLOAD 172 KB pdf
|
|
Alberto V. Donati, Roberto Montemanni, Luca M. Gambardella, Andrea E. Rizzoli.
|
Integration of a Robust Shortest Path Algorithm with a Time Dependent Vehicle Routing Model and Applications.
|
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|
IDSIA ‑ 07 ‑ 03
|
2003, February, 28
|
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|
Mastrolilli, M.
|
Notes on Max Flow Time Minimization with Controllable Processing Times.
|
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IDSIA ‑ 06 ‑ 03
|
2003, February, 28
|
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|
Mastrolilli, M.
|
Scheduling to Minimize Max Flow Time: Off-line and On-line Algorithms.
|
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|
IDSIA ‑ 05 ‑ 03
|
2003, February, 27
|
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|
DOWNLOAD 178 KB ps.gz
|
|
Hutter, Marcus.
|
On the Existence and Convergence of Computable Universal Priors.
|
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|
IDSIA ‑ 04 ‑ 03
|
2003, January, 03
|
|
|
DOWNLOAD 273 KB PDF
|
|
Juergen Schmidhuber.
|
The New AI: General & Sound & Relevant for Physics.
|
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|
IDSIA ‑ 03 ‑ 03
|
2003, January, 23
|
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|
DOWNLOAD 204 KB ps.gz
|
|
Hutter, Marcus.
|
Robust Estimators under the Imprecise Dirichlet Model.
|
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|
IDSIA ‑ 02 ‑ 03
|
2003, January, 20
|
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Donati, Alberto V., Gambardella, Luca M., Casagrande Norman, Rizzoli, Andrea.
|
Dependent Vehicle Routing Problem with an Ant Colony System.
|
|
|
|
|
IDSIA ‑ 01 ‑ 03
|
2003, January, 17
|
|
|
DOWNLOAD 436 KB ps.gz
|
|
Hutter, Marcus.
|
A Gentle Introduction to The Universal Algorithmic Agent AIXI.
| | 2002 |
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|
IDSIA ‑ 26 ‑ 02
|
2002, December, 02
|
|
|
DOWNLOAD 187 KB pdf
|
|
Bram Bakker
|
Advantage(lambda) learning.
|
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|
IDSIA ‑ 25 ‑ 02
|
2002, November, 20
|
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|
Zaffalon, Marco Wesnes, Keith Petrini, Orlando
|
Reliable diagnoses of dementia by the naive credal classifier inferred from incomplete cognitive data.
|
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|
IDSIA ‑ 24 ‑ 02
|
2002, July, 14
|
|
|
DOWNLOAD 260 KB pdf
|
|
Donati, Alberto V. Gambardella, Luca Maria Rizzoli, Andrea E., Montemanni, Roberto
|
Logistica Urbana Delle Merci
|
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|
IDSIA ‑ 23 ‑ 02
|
2002, November, 11
|
|
|
DOWNLOAD 301 KB pdf
|
|
Montemanni Roberto, Gambardella Luca M., Rizzoli Andrea E.,Donati Alberto V
|
A new algorithm for a Dynamic Vehicle Routing Problem based on Ant Colony System.
|
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|
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|
IDSIA ‑ 22 ‑ 02
|
2002, October, 07
|
|
|
DOWNLOAD 266 KB ps.gz
|
|
Eck Douglas.
|
Real-Time Musical Beat Induction with Spiking Neural Networks.
|
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|
IDSIA ‑ 21 ‑ 02
|
2002, August, 21
|
|
|
DOWNLOAD 167 KB pdf
|
|
Bianchi Leonora, Knowles Joshua.
|
Local search for the probabilistic traveling salesman problem: a proof of the incorrectness of Bertsimas' proposed 2-p-opt and 1-shift algorithms.
|
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|
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|
IDSIA ‑ 20 ‑ 02
|
2002, August, 27
|
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Mastrolilli Monaldo, Bianchi Leonora.
|
Core Instances for Testing: a Case Study.
|
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|
IDSIA ‑ 19 ‑ 02
|
2002, August, 27
|
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|
Fishkin, A.V., Jansen, K., Mastrolilli, M.
|
A PTAS for shop scheduling with release dates to minimize the average weighted completion time.
|
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|
IDSIA ‑ 18 ‑ 02
|
2002, August, 27
|
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|
Rossi-Doria Olivia, Sampels Michael, Knowles Joshua, Manfrin Max, Birattari Mauro, Chiarandini Marco, Mastrolilli Monaldo, Paechter Ben, Dorigo Marco, Gambardella Luca M., Paquete Luis, Stützle Thomas,
|
A comparison of the performance of different metaheuristics on the timetabling problem.
|
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|
IDSIA ‑ 17 ‑ 02
|
2002, August, 27
|
|
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|
Sampels Michael, Blum Christian, Rossi-Doria Olivia, Mastrolilli Monaldo.
|
Metaheuristics for Group Shop Scheduling
|
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|
IDSIA ‑ 16 ‑ 02
|
2002, August, 27
|
|
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|
|
Mastrolilli Monaldo.
|
Efficient Approximation Schemes for Scheduling Problems with Release Dates and Delivery Times.
|
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|
IDSIA ‑ 15 ‑ 02
|
2002, August, 27
|
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|
Mastrolilli Monaldo.
|
A PTAS for the single machine scheduling problem with controllable processing times.
|
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|
IDSIA ‑ 14 ‑ 02
|
2002, August, 27
|
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|
Mastrolilli Monaldo.
|
Grouping Techniques for One Machine Scheduling Subject to Precedence Constraints.
|
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|
|
|
IDSIA ‑ 13 ‑ 02
|
2002, August, 27
|
|
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|
Mastrolilli Monaldo, Gambardella Luca M.
|
Understanding Local Search Heuristics for MAX-SAT.
|
|
|
|
|
IDSIA ‑ 12 ‑ 02
|
2002, July, 31
|
|
|
DOWNLOAD 172 KB ps.gz
|
|
J. Schmidhuber.
|
Optimal Ordered Problem Solver.
|
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|
IDSIA ‑ 11 ‑ 02
|
2002, May, 15
|
|
|
DOWNLOAD 371 KB pdf
|
|
Hutter Marcus, Zaffalon Marco.
|
Distribution of Mutual Information from Complete and Incomplete
Data.
|
|
|
|
|
IDSIA ‑ 10 ‑ 02
|
2002, May, 21
|
|
|
DOWNLOAD 178 KB ps.gz
|
|
Montemanni Roberto, Gambardella Luca M..
|
A branch and bound algorithm for the robust spanning tree problem with interval data.
|
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|
|
|
IDSIA ‑ 09 ‑ 02
|
2002, May, 18
|
|
|
DOWNLOAD 145 KB pdf
|
|
Montemanni Roberto, Gambardella Luca M., Donati Alberto V..
|
A branch and bound algorithm for the robust shortest path problem with interval data.
|
|
|
|
|
IDSIA ‑ 08 ‑ 02
|
2002, May, 06
|
|
|
DOWNLOAD 186 KB ps.gz
|
|
Zaffalon Marco, Hutter Marcus,
|
Robust Feature Selection by Mutual Information Distributions.
|
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|
|
|
IDSIA ‑ 07 ‑ 02
|
2002, March, 15
|
|
|
DOWNLOAD 165 KB pdf
|
|
Eck Douglas, Schmidhuber Juergen.
|
A First Look at Music Composition using LSTM Recurrent Neural Networks.
|
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|
|
|
IDSIA ‑ 06 ‑ 02
|
2002, March, 05
|
|
|
|
|
Bianchi L., Gambardella L.M., Dorigo M.
|
An Ant Colony Optimization Approach to the Probabilistic Traveling Salesman Problem.
|
|
|
|
|
IDSIA ‑ 05 ‑ 02
|
2002, February, 28
|
|
|
DOWNLOAD 191 KB pdf
|
|
Montemanni Roberto, Gambardella Luca M.
|
An algorithm for the relative robust shortest path problem with interval data.
|
|
|
|
|
IDSIA ‑ 04 ‑ 02
|
2002, April, 17
|
|
|
DOWNLOAD 118 KB ps.gz
|
|
Hutter Marcus.
|
Self-Optimizing and Pareto-Optimal Policies in General Environments based on Bayes-Mixtures.
|
|
|
|
|
IDSIA ‑ 03 ‑ 02
|
2002, February, 26
|
|
|
DOWNLOAD 187 KB pdf
|
|
Mastrolilli Monaldo, Hutter Marcus.
|
Hybrid Rounding Techniques for Knapsack Problems.
|
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|
|
|
IDSIA ‑ 02 ‑ 02
|
2002, February, 18
|
|
|
DOWNLOAD 331 KB ps.gz
|
|
Hutter Marcus.
|
Optimality of Universal Bayesian Sequence Prediction for General Loss and Alphabet.
|
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|
|
|
IDSIA ‑ 01 ‑ 02
|
2002, January, 20
|
|
|
|
|
Castelletti A.
|
Shortest Path Problems in Uncertain, Time Dependent Transportation Networks: a Review.
| | 2001 |
|
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|
|
|
|
|
|
|
IDSIA ‑ 14 ‑ 01
|
2001, November, 28
|
|
|
DOWNLOAD 135 ps.gz
|
|
Kwee Ivo, Hutter Marcus, Schmidhuber Juergen
|
Gradient-based Reinforcement Planning in Policy-Search Methods
|
|
|
|
|
IDSIA ‑ 13 ‑ 01
|
2001, June, 19
|
|
|
DOWNLOAD 79 KB ps.gz
|
|
Hutter Marcus
|
Distribution of Mutual Information,
|
|
|
|
|
IDSIA ‑ 12 ‑ 01
|
2001, June, 13
|
|
|
DOWNLOAD 66 KB ps.gz
|
|
Mastrolilli Monaldo
|
Combining Arithmetic and Geometric Rounding Techniques for Knapsack Problems
|
|
|
|
|
IDSIA ‑ 11 ‑ 01
|
2001, June, 13
|
|
|
DOWNLOAD 86 KB ps.gz
|
|
Fishkin Aleksei V, Jansen Klaus, Mastrolilli Monaldo
|
Grouping techniques for scheduling problems: simpler and faster
|
|
|
|
|
IDSIA ‑ 10 ‑ 01
|
2001, May, 01
|
|
|
DOWNLOAD 39 KB ps.gz
|
|
Kwee Ivo, Hutter Marcus, Schmidhuber Juergen
|
Market-Based Reinforcement Learning in Partially Observable Worlds
|
|
|
|
|
IDSIA ‑ 09 ‑ 01
|
2001, August, 15
|
|
|
DOWNLOAD 234 KB ps.gz
|
|
Marcus Hutter.
|
Convergence and Loss Bounds for Bayesian Sequence Prediction
|
|
|
|
|
IDSIA ‑ 08 ‑ 01
|
2001, May, 15
|
|
|
|
|
Bianchi Leonora
|
Working paper: 2-p-opt local search in the Probabilistic Traveling Salesman Problem (PTSP)
|
|
|
|
|
IDSIA ‑ 07 ‑ 01
|
2001, February, 26
|
|
|
DOWNLOAD 67 KB ps.gz
|
|
Hutter Marcus
|
Convergence and Error Bounds for Universal Prediction of Nonbinary Sequences
|
|
|
|
|
IDSIA ‑ 06 ‑ 01
|
2001, February, 19
|
|
|
DOWNLOAD 136 KB ps.gz
|
|
Eck Douglas
|
A Network of Relaxation Oscillators that Finds Downbeats in Rhythms
|
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|
|
|
IDSIA ‑ 04 ‑ 01
|
2001, January, 25
|
|
|
|
|
Zaffalon M,
|
Robust discovery of tree-dependency structures
|
|
|
|
|
IDSIA ‑ 03 ‑ 01
|
2001, January, 21
|
|
|
DOWNLOAD 95 KB ps.gz
|
|
Hutter Marcus
|
General Loss Bounds for Universal Sequence Prediction
|
|
|
|
|
IDSIA ‑ 02 ‑ 01
|
2001, January, 16
|
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Zaffalon M., Wesnes K., Petrini O.,
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Credal classification for dementia screening
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IDSIA ‑ 01 ‑ 01
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2001, January, 17
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DOWNLOAD 104 KB ps.gz
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Hutter Marcus
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Fitness Uniform Selection to Preserve Genetic Diversity
| | 2000 |
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IDSIA ‑ 22 ‑ 00
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2000, December, 01
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DOWNLOAD 158 KB ps.gz
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Gers F. , Eck D. , Schmidhuber J..
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Applying LSTM to Time Series Predictable Through Time-Window Approaches
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IDSIA ‑ 21 ‑ 00
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2000, December, 01
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Zaffalon, M
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Statistical inference of the naive credal classifier
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IDSIA ‑ 20 ‑ 00
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2000, November, 30
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Schmidhuber, J
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Algorithmic Theories of Everything
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IDSIA ‑ 17 ‑ 00
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2000, November, 28
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DOWNLOAD 75 KB ps.gz
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Klapper-Rybicka Magdalena, Schraudolph Nicol N, Schmidhuber Juergen.
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Unsupervised Recurrent Neural Networks
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IDSIA ‑ 16 ‑ 00
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2000, December, 7
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DOWNLOAD 119 KB ps.gz
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Hutter, Marcus
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The Fastest and Shortest Algorithm for All Well-Defined Problems
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IDSIA ‑ 15 ‑ 00
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2000, February, 04
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DOWNLOAD 26 KB ps.gz
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Schraudolph, Nicol N.
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A Generic Dataflow Programming Environment for Neural Networks
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IDSIA ‑ 14 ‑ 00
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2000, December, 15
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DOWNLOAD 83 KB ps.gz
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Hutter, Marcus
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Towards a Universal Theory of Artificial Intelligence based on Algorithmic Probability and Sequential Decision Theory
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IDSIA ‑ 12 ‑ 00
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2000, November, 15
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DOWNLOAD 232 KB ps.gz
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Schraudolph, Nicol N.
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Fast Second-Order Gradient Descent via O(n) Curvature Matrix-Vector Products
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IDSIA ‑ 11 ‑ 00
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2000, November, 14
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DOWNLOAD 92 KB ps.gz
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Hutter Marcus
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New Error Bounds for Solomonoff Prediction
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IDSIA ‑ 10 ‑ 00
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2000, October, 31
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DOWNLOAD 160 KB ps.gz
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Eck, Douglas
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Tracking Rhythms with a Relaxation Oscillator
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IDSIA ‑ 09 ‑ 00
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2000, October, 31
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DOWNLOAD 143 KB ps.gz
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Eck Douglas
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A Positive-Evidence Model for Classifying Rhythmical Patterns
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IDSIA ‑ 08 ‑ 00
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2000, September, 29
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DOWNLOAD 102 KB ps.gz
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Kwee Ivo, Schmidhuber Juergen
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Optimal Control Using the Tranport Equation: the Liouville Machine
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IDSIA ‑ 07 ‑ 00
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2000, September, 13
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Mastrolilli Monaldo
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Combining Arithmetic and Geometric Rounding Techniques for Knapsack Problems: Two Illustrative Examples
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IDSIA ‑ 06 ‑ 00
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2000, May, 23
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Jansen, Klaus; Mastrolilli, Monaldo
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Parallel Machine Scheduling Problems with Controllable Processing Times
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IDSIA ‑ 05 ‑ 01
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2000, December, 20
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DOWNLOAD 81 KB ps.gz
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Bianchi Leonora
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Notes on dynamic vehicle routing - the state of the art
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IDSIA ‑ 05 ‑ 00
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2000, February, 21
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DOWNLOAD 84 KB ps.gz
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Schraudolph Nicol N, Dayan Peter Sejnowski Terrence.
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Learning to Evaluate Go Positions via Temporal Difference Methods
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IDSIA ‑ 04 ‑ 00
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2000, February, 16
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Jansen K., Mastrolilli M., Solis-Oba R.
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Job Shop Scheduling Problems with Controllable Processing Times
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IDSIA ‑ 03 ‑ 00
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2000, May, 25
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DOWNLOAD 118 KB ps.gz
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Gers A. Felix, Schmidhuber Juergen.
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Long Short-Term Memory Learns Context Free and Context Sensitive Languages
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IDSIA ‑ 02 ‑ 00
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2000, January, 26
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DOWNLOAD 76 KB ps.gz
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Gers Felix A., Schmidhuber Juergen
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Neural Processing of Complex Continual Input Streams
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IDSIA ‑ 01 ‑ 00
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2000, January, 26
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DOWNLOAD 81 KB ps.gz
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Gers Felix A., Schmidhuber Juergen
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Recurrent Nets that Time and Count
| | 1999 |
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IDSIA ‑ 15 ‑ 99
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1999, November, 15
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DOWNLOAD 78 KB ps.gz
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Schraudolph Nicol N., Giannakopoulos, Xavier.
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Online Independent Component Analysis With Local Learning Rate Adaptation
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IDSIA ‑ 14 ‑ 99
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1999, November, 15
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Fagiuoli E., Zaffalon M.
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Tree-Augmented Naive Credal Classifiers
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IDSIA ‑ 13 ‑ 99
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1999, September, 21
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DOWNLOAD 188 KB ps.gz
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Zaffalon M,
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Fast Computation of the Confidence for the Naive Credal Classifier Defined with Interval Probabilities
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IDSIA ‑ 12 ‑ 99
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1999, September, 10
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Jansen Klaus, Mastrolilli Monaldo
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Solis-Oba, Roberto. Approximation Algorithms for Flexible Job Shop Problems
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IDSIA ‑ 11 ‑ 99
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1999, August, 01
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Zaffalon M.
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Exact Credal Treatment of Missing Data, with an Application to Classification
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IDSIA ‑ 10 ‑ 99
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1999, July, 14
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DOWNLOAD 149 KB ps.gz
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Zaffalon M.
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An Efficient Test of Credal Dominance for the Naive Credal Classifier Defined with Interval Probabilities.
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IDSIA ‑ 09 ‑ 99
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1999, March, 08
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DOWNLOAD 163 KB ps.gz
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Schraudolph Nicol N.
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Local Gain Adaptation in Stochastic Gradient Descent
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IDSIA ‑ 08 ‑ 99
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1999, March, 08
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Zaffalon M., Gambardella, L..M., Taillard E.D.
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A Network Design Approach to the Allocation of Resources in an Intermodal Terminal
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IDSIA ‑ 07 ‑ 99
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1999, March, 03
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DOWNLOAD 102 KB ps.gz
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Cummins Fred, Gers Felix, Schmidhuber Juergen
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Comparing Prosody Across Many Languages
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IDSIA ‑ 06 ‑ 99
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1999, March, 01
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DOWNLOAD 214 KB ps.gz
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Gambardella L.M., Taillard E., Agazzi G., MACS-VRPTW.
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A Multiple Ant Colony System for Vehicle Routing Problems with Time Windows
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IDSIA ‑ 05 ‑ 99
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1999, February, 23
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DOWNLOAD 53 KB ps.gz
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Taillard E.
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Ant Systems,
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IDSIA ‑ 04 ‑ 99
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1999, February, 18
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Zaffalon M.
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Credal Networks Classification
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IDSIA ‑ 03 ‑ 99
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1999, February, 03
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DOWNLOAD 95 KB ps.gz
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Cummins Fred, Gers Felix, Schmidhuber Juergen
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Automatic discrimination among languages based on prosody alone
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IDSIA ‑ 02 ‑ 99
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1999, January, 28
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Zaffalon M.
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A Credal Approach to Naive Classification
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IDSIA ‑ 01 ‑ 99
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1999, January, 26
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DOWNLOAD 210 KB ps.gz
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Gers F. A., Schmidhuber J., Cummins F.,
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Learning to Forget: Continual Prediction with LSTM
| | 1998 |
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IDSIA ‑ 52 ‑ 98
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1998, July, 10
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DOWNLOAD 234 KB ps.gz
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Taillard E.D.
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La programmation ŕ mémoire adaptative et les algorithmes pseudo-gloutons: nouvelles perspectives pour les méta-heuristiques
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IDSIA ‑ 50 ‑ 98
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1998, August, 31
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DOWNLOAD 65 KB ps.gz
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Schmidhuber Juergen, Zhao Jieyu.
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Direct Policy Search and Uncertain Policy Evaluation
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IDSIA ‑ 46 ‑ 98
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1998, October, 15
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Taillard E. D.
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FANT: Fast ant system
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IDSIA ‑ 45 ‑ 98
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1998, September, 18
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Mastrolilli M., Gambardella L.M.
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Effective Neighborhood Functions for the Flexible Job Shop Problem
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IDSIA ‑ 41 ‑ 98
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1998, May, 21
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DOWNLOAD 503 KB ps.gz
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Gambardella Luca M., Rizzoli Andrea E., Zaffalon, Marco.
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Simulation and planning of an intermodal container terminal
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IDSIA ‑ 40 ‑ 98
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1998, June, 1
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DOWNLOAD 249 KB ps.gz
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Fagiuoli E., Zaffalon M.
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A Note about Redundancy in Influence Diagrams
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IDSIA ‑ 38 ‑ 98
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1998, May, 20
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DOWNLOAD 100 KB ps.gz
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Rizzoli Andrea E., Davis J. Richard, Abel David,
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Model and data integration and re-use in environmental decision support systems
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IDSIA ‑ 33 ‑ 98
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1998, May, 20
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DOWNLOAD 102 KB ps.gz
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Schraudolph Nicol N.
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Accelerated Gradient Descent by Factor-Centering Decomposition
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IDSIA ‑ 32 ‑ 98
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1998, May, 09
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DOWNLOAD 65 KB ps.gz
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Schraudolph Nicol N.
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Slope Centering: Making Shortcut Weights Effective
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IDSIA ‑ 28 ‑ 98
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1998, June, 17
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DOWNLOAD 1260 KB ps.gz
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Schmidhuber Juergen.
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Facial beauty and fractal geometry
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IDSIA ‑ 25 ‑ 98
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1998, May, 16
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DOWNLOAD 70 KB ps.gz
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Schraudolph, Nicol N.
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Scoring Conference Submissions by Alternate Maximization of Likelihood
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IDSIA ‑ 20 ‑ 98
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1998, April, 20
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Gambardella L.M., Zaffalon M.
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Optimization of Resources in an Intermodal Terminal
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IDSIA ‑ 19 ‑ 98
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1998, June, 10
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DOWNLOAD 71 KB ps.gz
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Taillard E. D., Gambardella L.M., Gendreau M., Potvin J.-Y.
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Adaptive Memory Programming: A Unified View of Meta-Heuristics
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IDSIA ‑ 11 ‑ 98
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1998, May, 10
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DOWNLOAD 116 KB ps.gz
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Salustowicz Rafal, Schmidhuber Juergen.
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Learning to Predict Through Probabilistic Incremental Program Evolution and Automatic Task Decomposition
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IDSIA ‑ 09 ‑ 98
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1998, March, 27
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DOWNLOAD 218 KB ps.gz
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Schraudolph Nicol N.
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Online Local Gain Adaptation for Multi-Layer Perceptrons
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IDSIA ‑ 08 ‑ 98
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1998, August, 17
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DOWNLOAD 104 KB ps.gz
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Salustowicz Rafal, Schmidhuber Juergen
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H-PIPE: Facilitating Hierarchical Program Evolution through Skip Nodes
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IDSIA ‑ 07 ‑ 98
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1998, March, 10
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DOWNLOAD 138 KB ps.gz
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Schraudolph, Nicol N.
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A Fast, Compact Approximation of the Exponential Function
| | 1997 |
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IDSIA ‑ 87 ‑ 97
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1997, September, 10
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DOWNLOAD 73 KB ps.gz
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Taillard É. D., Gambardella L.M.
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Adaptive memories for the Quadratic Assignment Problems
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IDSIA ‑ 79 ‑ 97
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1997, September, 05
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DOWNLOAD 108 KB ps.gz
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Taillard E.D., Gambardella L., Gendreau M., Potvin J.Y.
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Programmation ŕ mémoire adaptative
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IDSIA ‑ 77 ‑ 97
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1997, August, 31
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DOWNLOAD 1752 KB ps.gz
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Schraudolph Nicol N., Eldracher Martin, Schmidhuber Juergen.
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Processing Images by Semi-Linear Predictability Minimization
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IDSIA ‑ 42 ‑ 97
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1997, July, 22
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DOWNLOAD 120 KB ps.gz
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Schmidhuber Juergen, Zhao Jieyu, Schraudolph, Nicol N.
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Reinforcement Learning with Self-Modifying Policies
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IDSIA ‑ 35 ‑ 97
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1997, July, 14
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DOWNLOAD 153 KB ps.gz
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Schmidhuber Juergen.
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What's interesting?
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IDSIA ‑ 33 ‑ 97
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1997, September, 04
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DOWNLOAD 135 KB ps.gz
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Brimberg J., Hansen P., Mladenovic N., Taillard E.D.
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Improvements and Comparison of Heuristics for solving the Multisource Weber Problem
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IDSIA ‑ 29 ‑ 97
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1997, January, 27
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DOWNLOAD 132 KB ps.gz
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Salustowicz Rafal, Wiering Marco, Schmidhuber Juergen.
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Learning Team Strategies With Multiple Policy-Sharing Agents: A Soccer Case Study
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IDSIA ‑ 22 ‑ 97
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1997, January, 22
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DOWNLOAD 33 KB ps.gz
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Taillard E. D., Gambardella L..
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An ant approach for structured quadratic assignment problems
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IDSIA ‑ 19 ‑ 97
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1997, April, 19
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DOWNLOAD 110 KB ps.gz
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Schraudolph Nicol N.
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Centering Neural Network Gradient Factors
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IDSIA ‑ 11 ‑ 97
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1997, September, 01
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DOWNLOAD 132 KB ps.gz
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Gambardella L.M., Dorigo M.,
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HAS-SOP: Hybrid Ant System for the Sequential Ordering Problem
| | 1996 |
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IDSIA ‑ 96 ‑ 96
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1996, October, 10
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DOWNLOAD 151 KB ps.gz
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Taillard E. D.
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Heuristic Methods for Large Centroid Clustering Problems
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IDSIA ‑ 95 ‑ 96
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1996, October, 09
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DOWNLOAD 102 KB ps.gz
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Wiering Marco, Schmidhuber Juergen.
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HQ-Learning: Discovering Markovian Subgoals for Non-Markovian Reinforcement Learning
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IDSIA ‑ 69 ‑ 96
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1996, June, 27
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DOWNLOAD 191 KB ps.gz
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Schmidhuber Juergen, Zhao Jieyu, Wiering Marco.
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Simple Principles of Metalearning
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IDSIA ‑ 19 ‑ 96
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1996, May, 6
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DOWNLOAD 65 KB ps.gz
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Schmidhuber Juergen, Hochreiter Sepp.
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Guessing can Outperform Many Long Time Lag Algorithms
| | 1995 |
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IDSIA ‑ 59 ‑ 95
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1995, May, 29
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DOWNLOAD 68 KB ps.gz
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Schmidhuber Juergen.
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Environment-Independent Reinforcement Acceleration
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