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All publications by Olivier Delalleau
authors venues years



Shallow vs. Deep Sum-Product Networks
Olivier Delalleau and Yoshua Bengio
Advances in Neural Information Processing Systems 24, 2011


Tempered Markov Chain Monte Carlo for training of Restricted Boltzmann Machines
Guillaume Desjardins, Aaron C. Courville, Yoshua Bengio, Pascal Vincent and Olivier Delalleau
Proceedings of the Thirteenth International Conference on Artificial Intelligence and Statistics (AISTATS-10), 2010


Convex Neural Networks
Yoshua Bengio, Nicolas L. Roux, Pascal Vincent, Olivier Delalleau and Patrice Marcotte
Advances in Neural Information Processing Systems 18, 2005


The Curse of Highly Variable Functions for Local Kernel Machines
Yoshua Bengio, Olivier Delalleau and Nicolas L. Roux
Advances in Neural Information Processing Systems 18, 2005


Out-of-Sample Extensions for LLE, Isomap, MDS, Eigenmaps, and Spectral Clustering
Yoshua Bengio, Jean-françcois Paiement, Pascal Vincent, Olivier Delalleau, Nicolas L. Roux and Marie Ouimet
Advances in Neural Information Processing Systems 16, 2003