Olivier Delalleau
Olivier Delalleau
Facebook AI Research
Verifierad e-postadress på fb.com
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Out-of-sample extensions for lle, isomap, mds, eigenmaps, and spectral clustering
Y Bengio, J Paiement, P Vincent, O Delalleau, NL Roux, M Ouimet
Advances in neural information processing systems, 177-184, 2004
11982004
Theano: A Python framework for fast computation of mathematical expressions
R Al-Rfou, G Alain, A Almahairi, C Angermueller, D Bahdanau, N Ballas, ...
arXiv, arXiv: 1605.02688, 2016
692*2016
Label Propagation and Quadratic Criterion
Y Bengio, O Delalleau, N Le Roux
Semi-Supervised Learning, 193-216, 2006
3082006
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
2892004
On the expressive power of deep architectures
Y Bengio, O Delalleau
International Conference on Algorithmic Learning Theory, 18-36, 2011
2882011
Shallow vs. deep sum-product networks
O Delalleau, Y Bengio
Advances in neural information processing systems, 666-674, 2011
2762011
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, 1-48, 2011
2612011
Justifying and generalizing contrastive divergence
Y Bengio, O Delalleau
Neural computation 21 (6), 1601-1621, 2009
2332009
The curse of highly variable functions for local kernel machines
Y Bengio, O Delalleau, NL Roux
Advances in neural information processing systems, 107-114, 2006
2002006
Efficient Non-Parametric Function Induction in Semi-Supervised Learning.
O Delalleau, Y Bengio, N Le Roux
AISTATS 27 (28), 100, 2005
1972005
Convex neural networks
Y Bengio, NL Roux, P Vincent, O Delalleau, P Marcotte
Advances in neural information processing systems, 123-130, 2006
1612006
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
1172010
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
862010
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
742012
The curse of dimensionality for local kernel machines
Y Bengio, O Delalleau, N Le Roux
Techn. Rep 1258, 12, 2005
712005
Spectral clustering and kernel PCA are learning eigenfunctions
Y Bengio, P Vincent, JF Paiement, O Delalleau, M Ouimet, N Le Roux
CIRANO, 2003
702003
Decision trees do not generalize to new variations
Y Bengio, O Delalleau, C Simard
Computational Intelligence 26 (4), 449-467, 2010
612010
Spectral dimensionality reduction
Y Bengio, O Delalleau, N Le Roux, JF Paiement, P Vincent, M Ouimet
Feature Extraction, 519-550, 2006
382006
Learning eigenfunctions of similarity: linking spectral clustering and kernel PCA
Y Bengio, P Vincent, JF Paiement, O Delalleau, M Ouimet, N LeRoux
Technical Report 1232, Departement d’Informatique et Recherche Oprationnelle …, 2003
312003
Plearn high-performance machine learning library
P Vincent, Y Bengio, N Chapados, O Delalleau
URL http://plearn. berlios. de, 0
26
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Artiklar 1–20