Olivier Delalleau

Out-of-Sample Extensions for LLE, Isomap, MDS, Eigenmaps, and Spectral Clustering

Yoshua Bengio, Jean-françcois Paiement, Pascal Vincent et al. · 2003 · 867 citations

Learning Eigenfunctions Links Spectral Embedding and Kernel PCA

Yoshua Bengio, Olivier Delalleau, Nicolas Le Roux et al. · Neural Computation · 2004 · 337 citations

Spectral Theory, Engineering, Machine Learning +16

Shallow vs. Deep Sum-Product Networks

Olivier Delalleau, Yoshua Bengio · 2011 · 235 citations

Justifying and Generalizing Contrastive Divergence

Yoshua Bengio, Olivier Delalleau · Neural Computation · 2008 · 210 citations

Engineering, Machine Learning, Variational Analysis +16

Theano: Deep Learning on GPUs with Python

James Bergstra, Frédéric Bastien, Olivier Breuleux et al. · 2012 · 209 citations