Hugo Larochelle

Hugo Larochelle

Google Inc. - California / United States
Engineering & Technology / Computer Science
AD Scientific Index ID: 4378472
person_outline Hugo Larochelle's MOST POPULAR ARTICLES
1-) Practical bayesian optimization of machine learning algorithmsJ Snoek, H Larochelle, RP AdamsAdvances in neural information processing systems 25, 201283522012
2-) Domain-adversarial training of neural networksY Ganin, E Ustinova, H Ajakan, P Germain, H Larochelle, F Laviolette, ...Journal of machine learning research 17 (59), 1-35, 201689132016
3-) Extracting and composing robust features with denoising autoencodersP Vincent, H Larochelle, Y Bengio, PA ManzagolProceedings of the 25th international conference on Machine learning, 1096-1103, 200877032008
4-) Stacked denoising autoencoders: Learning useful representations in a deep network with a local denoising criterion.P Vincent, H Larochelle, I Lajoie, Y Bengio, PA Manzagol, L BottouJournal of machine learning research 11 (12), 201092682010
5-) Greedy layer-wise training of deep networksY Bengio, P Lamblin, D Popovici, H Larochelle, U MontrealAdvances in neural information processing systems 19, 153, 200772312007