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Olivier Delalleau
Olivier Delalleau
Facebook AI Research
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Tytuł
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Out-of-sample extensions for lle, isomap, mds, eigenmaps, and spectral clustering
Y Bengio, J Paiement, P Vincent, O Delalleau, N Roux, M Ouimet
Advances in neural information processing systems 16, 2003
14132003
Theano: A Python framework for fast computation of mathematical expressions
R Al-Rfou, G Alain, A Almahairi, C Angermueller, D Bahdanau, N Ballas, ...
arXiv e-prints, arXiv: 1605.02688, 2016
1085*2016
Shallow vs. deep sum-product networks
O Delalleau, Y Bengio
Advances in neural information processing systems 24, 2011
4672011
On the expressive power of deep architectures
Y Bengio, O Delalleau
International conference on algorithmic learning theory, 18-36, 2011
4372011
Label Propagation and Quadratic Criterion
Y Bengio, O Delalleau, N Le Roux
Semi-Supervised Learning, 193-216, 2006
3932006
Theano: Deep learning on gpus with python
J Bergstra, F Bastien, O Breuleux, P Lamblin, R Pascanu, O Delalleau, ...
NIPS 2011, BigLearning Workshop, Granada, Spain 3 (0), 2011
3642011
Learning eigenfunctions links spectral embedding and kernel PCA
Y Bengio, O Delalleau, NL Roux, JF Paiement, P Vincent, M Ouimet
Neural computation 16 (10), 2197-2219, 2004
3502004
The curse of highly variable functions for local kernel machines
Y Bengio, O Delalleau, N Roux
Advances in neural information processing systems 18, 2005
2932005
Justifying and generalizing contrastive divergence
Y Bengio, O Delalleau
Neural computation 21 (6), 1601-1621, 2009
2892009
Convex neural networks
Y Bengio, N Roux, P Vincent, O Delalleau, P Marcotte
Advances in neural information processing systems 18, 2005
2622005
Efficient non-parametric function induction in semi-supervised learning
O Delalleau, Y Bengio, N Le Roux
International Workshop on Artificial Intelligence and Statistics, 96-103, 2005
2382005
Tempered Markov chain Monte Carlo for training of restricted Boltzmann machines
G Desjardins, A Courville, Y Bengio, P Vincent, O Delalleau
Proceedings of the thirteenth international conference on artificial …, 2010
1522010
Decision trees do not generalize to new variations
Y Bengio, O Delalleau, C Simard
Computational Intelligence 26 (4), 449-467, 2010
1212010
Parallel tempering for training of restricted Boltzmann machines
G Desjardins, A Courville, Y Bengio, P Vincent, O Delalleau
Proceedings of the thirteenth international conference on artificial …, 2010
1192010
The curse of dimensionality for local kernel machines
Y Bengio, O Delalleau, N Le Roux
Techn. Rep 1258 (12), 1, 2005
1192005
Beyond skill rating: Advanced matchmaking in ghost recon online
O Delalleau, E Contal, E Thibodeau-Laufer, RC Ferrari, Y Bengio, ...
IEEE Transactions on Computational Intelligence and AI in Games 4 (3), 167-177, 2012
1162012
Spectral clustering and kernel PCA are learning eigenfunctions
Y Bengio, P Vincent, JF Paiement, O Delalleau, M Ouimet, N Le Roux
CIRANO, 2003
902003
Discrete and continuous action representation for practical rl in video games
O Delalleau, M Peter, E Alonso, A Logut
arXiv preprint arXiv:1912.11077, 2019
632019
Spectral dimensionality reduction
Y Bengio, O Delalleau, N Le Roux, JF Paiement, P Vincent, M Ouimet
Feature Extraction: Foundations and Applications, 519-550, 2006
632006
Theano: A Python framework for fast computation of mathematical expressions. arXiv
R Al-Rfou, G Alain, A Almahairi, C Angermueller, D Bahdanau, N Ballas, ...
arXiv preprint arXiv:1605.02688 10, 2016
522016
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