Please find many additional publications in the individual home pages.
 
2014      
     
IDSIA‑03‑14 2014, April, 15     Forthcoming
Juergen Schmidhuber
To be announced


     
IDSIA‑02‑14 2014, February, 17     DOWNLOAD (1.3 Mb)
Eduardo Feo Flushing Luca Gambardella Gianni A. Di Caro
Collaborative Missions with Heterogeneous Teams: Mathematical Model and Solution Approach


     
IDSIA‑01‑14 2014, January, 6     DOWNLOAD (578 kB)
Alessandro Antonucci Cassio P De Campos Marco Zaffalon
Probabilistic Graphical Models


2013      
     
IDSIA‑06‑13 2013, December, 25     DOWNLOAD (274 kB)
Cassio P. de Campos
NP-hardness of MAP in Ternary Tree Bayesian Networks


     
IDSIA‑05‑13 2013, September, 3     DOWNLOAD 127 Kb
Dan Ciresan Juergen Schmidhuber
Multi-Column Deep Neural Networks for Offline Handwritten Chinese Character Classification


     
IDSIA‑04‑13 2013, July, 3     DOWNLOAD 404 Kb
Rupesh Kumar Srivastava Jonathan Masci S. Kazerounian, F. Gomez, J. Schmidhuber
Compete to Compute


     
IDSIA‑03‑13 2013, March, 14     DOWNLOAD 176 Kb
Alessio Benavoli
The generalised moment based filter


     
IDSIA‑02‑13 2013, April, 18     DONWLOAD 324 Kb
Denis D. Mauá Cassio Polpo de Campos Alessio Benavoli, Alessandro Antonucci
On the Complexity of Strong and Epistemic Credal Networks


     
IDSIA‑01‑13 2013, February, 6     DOWNLOAD (897 Kb)
Alessandro Giusti Dan Ciresan, Jonathan Masci Luca Maria Gambardella, Juergen Schmidhuber
Fast Image Scanning with Deep Max-Pooling Convolutional Neural Networks


2012      
     
IDSIA‑08‑12 2012, Oct, 10     DOWNLOAD (197 Kb)
Matteo Salani Lorenzo Ruinelli Luca Maria Gambardella
Constraint violation in vehicle routing


     
IDSIA‑07‑12 2012, Sept, 11     DOWNLOAD (1.6 Mb)
Alessandro Giusti Matteo Salani, Gianni A. Di Caro Andrea Emilio Rizzoli, Luca Maria Gambardella
Restricted neighborhood communication improves decentralized demand-side load management


     
IDSIA ‑ 06 ‑ 12 2012, April, 15     DOWNLOAD (239 kB)
Michal Kudelski Marco Cinus Luca Maria Gambardella and Gianni A. Di Caro
A Framework for Realistic Simulation of Networked Multi-Robot Systems


     
IDSIA ‑ 05 ‑ 12 2012, August, 28     DOWNLOAD (9.8 Mb)
Eduardo Feo Luca Maria Gambardella Gianni di Caro
Search and rescue using mixed swarms of heterogeneous agents: modeling, simulation, and planning


     
IDSIA ‑ 04 ‑ 12 2012, February, 14     DOWNLOAD (2.2 Mb)
Dan Ciresan Ueli Meier Juergen Schmidhuber
Multi-column Deep Neural Networks for Image Classification


     
IDSIA ‑ 03 ‑ 12 2012, February, 02     DOWNLOAD (377 kB)
Marco Zaffalon Giorgio Corani Denis Mauŕ
Evaluating credal classifiers by utility-discounted predictive accuracy


     
IDSIA ‑ 02 ‑ 12 2012, January, 24     DOWNLOAD (389 kB)
Alessio Benavoli Marco Zaffalon
Density-ratio robustness in dynamic state estimation


     
IDSIA ‑ 01 ‑ 12 2012, January, 20     DOWNLOAD (496 kB)
Alessandro Antonucci Marco Cattaneo Giorgio Corani
Likelihood-Based Robust Classification with Bayesian Networks


2011      
     
IDSIA ‑ 08 ‑ 11 2011, December, 1     DOWNLOAD (475 kB)
Lorenzo Ruinelli Matteo Salani Luca Maria Gambardella
Column Generation for a Rich VRP


     
IDSIA ‑ 07 ‑ 11 2011, November, 39     DOWNLOAD (11.4 Mb)
Varun R Kompella Matthew Luciw Juergen Schmidhuber
Incremental Slow Feature Analysis: Adaptive and Episodic Learning from High-Dimensional Input Streams


     
IDSIA ‑ 06 ‑ 11 2011, November, 15     DONWLOAD (299kB)
Dennis Weyland Roberto Montemanni Luca Maria Gambardella
Convergence Results for Vehicle Routing Problems with Stochastic Demands


     
IDSIA ‑ 05 ‑ 11 2011, September, 29     DOWNLOAD (pdf 1.4 Mb)
Matteo Salani Alessandro Giusti Gianni Di Caro, Andrea Rizzoli, Luca Gambardella
Lexicographic multi-objective optimization for the unit commitment problem and economic dispatch in a microgrid


     
IDSIA ‑ 04 ‑11 2011, Aprile, 1     DOWNLOAD (2.0 Mb pdf)
Frederick Ducatelle Gianni Di Caro C. Pinciroli, F. Mondada, Luca Maria Gambardella,
Communication assisted navigation in robotic swarms: self-organization and cooperation


     
IDSIA ‑ 03 ‑ 11 2011, March, 1     328 Kb PDF
Dan Ciresan Ueli Meier Luca M Gambardella, Juergen Schmidhuber
Handwritten Digit Recognition with a Committee of Deep Neural Nets on GPUs


     
IDSIA ‑ 02 ‑ 11 2011, March, 1     DOWNLOAD (1.5 Mb pdf)
Jan Koutnik Faustino Gomez Ju ̈rgen Schmidhuber
Fourier Networks


     
IDSIA ‑ 01 ‑ 11 2011, March, 01     291 Kb PDF
Dan Ciresan, Ueli Meier, Jonathan Masci Luca M Gambardella, Juergen Schmidhuber
High-Performance Neural Networks for Visual Object Classification


2010      
     
IDSIA ‑ 03 ‑10 2010, November, 10     DOWNLOAD  (554 Kb pdf)
Tom Schaul Yi Sun Daan Wierstra, Faustino Gomez, Juergen Schmidhuber
Curiosity-driven Optimization


     
IDSIA ‑ 02 ‑ 10 2010, June, 9     DOWNLOAD (1.1 Mb pdf)
G. Corani A. Antonucci M. Zaffalon
Bayesian Networks with Imprecise Probabilities: Theory and Application to Classification


     
IDSIA ‑ 01 ‑ 10 2010, Gennaio, 08     DOWNLOAD (823 Kb pdf)
Frederick Ducatelle Gianni Di Caro Luca Maria Gambardella
Cooperative Self-Organization in a Heterogeneous Swarm Robotic System



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