Pascal Lamblin

Exploring Strategies for Training Deep Neural Networks

Hugo Larochelle, Yoshua Bengio, Jérôme Louradour et al. · Journal of Machine Learning Research · 2009 · 1.1K citations

Artificial Intelligence, Deep Neural Networks, Engineering +14

Theano: A CPU and GPU Math Compiler in Python

James Bergstra, Olivier Breuleux, Frédéric Bastien et al. · Proceedings of the Python in Science Conferences · 2010 · 1.1K citations · Full text

Engineering, Machine Learning, Python Modules +18

Theano: new features and speed improvements

Frédéric Bastien, Pascal Lamblin, Razvan Pascanu et al. · arXiv (Cornell University) · 2012 · 1K citations · Full text

Artificial Intelligence, Convolutional Neural Network, Engineering +15

EmoNets: Multimodal deep learning approaches for emotion recognition in video

Samira Ebrahimi Kahou, Xavier Bouthillier, Pascal Lamblin et al. · Journal on Multimodal User Interfaces · 2015 · 399 citations

Engineering, Machine Learning, Data Science +11

Combining modality specific deep neural networks for emotion recognition in video

Samira Ebrahimi Kahou, Christopher Pal, Xavier Bouthillier et al. · 2013 · 381 citations

Engineering, Machine Learning, Wild Challenge +16