Olivier Delalleau, Ph.D.
Affiliations: | 2012 | Computer Science and Operations Research | Université de Montréal, Montréal, Canada |
Area:
Computer ScienceGoogle:
"Olivier Delalleau"Parents
Sign in to add mentor| Yoshua Bengio | grad student | 2012 | Université de Montréal | |
| (Apprentissage machine efficace: Theorie et pratique.) | ||||
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Publications
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| Laufer E, Ferrari RC, Yao L, et al. (2013) Stacked calibration of off-policy policy evaluation for video game matchmaking Ieee Conference On Computatonal Intelligence and Games, Cig |
| Bengio Y, Chapados N, Delalleau O, et al. (2012) Detonation classification from acoustic signature with the Restricted Boltzmann Machine Computational Intelligence. 28: 261-288 |
| Delalleau O, Contal E, Thibodeau-Laufer E, et al. (2012) Beyond skill rating: Advanced matchmaking in ghost recon online Ieee Transactions On Computational Intelligence and Ai in Games. 4: 167-177 |
| Bengio Y, Delalleau O. (2011) On the expressive power of deep architectures Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 6925: 18-36 |
| Delalleau O, Bengio Y. (2011) Shallow vs. deep sum-product networks Advances in Neural Information Processing Systems 24: 25th Annual Conference On Neural Information Processing Systems 2011, Nips 2011 |
| Bengio Y, Delalleau O, Simard C. (2010) Decision trees do not generalize to new variations Computational Intelligence. 26: 449-467 |
| Desjardins G, Courville A, Bengio Y, et al. (2010) Parallel tempering for training of restricted Boltzmann Machines Journal of Machine Learning Research. 9: 145-152 |
| Bengio Y, Delalleau O. (2009) Justifying and generalizing contrastive divergence. Neural Computation. 21: 1601-21 |
| Bengio Y, Delalleau O, Le Roux N, et al. (2006) Spectral dimensionality reduction Studies in Fuzziness and Soft Computing. 207: 519-550 |
| Bengio Y, Delalleau O, Le Roux N. (2005) The curse of highly variable functions for local kernel machines Advances in Neural Information Processing Systems. 107-114 |