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Please find many additional publications in the
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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 ‑ 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.
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