Marc ' Aurelio Ranzato

Semi-supervised learning of compact document representations with deep networks

Marc ' Aurelio Ranzato, Martin Szummer · 2008 · 223 citations

Engineering, Machine Learning, Corpus Linguistics +17

Learning Longer Memory in Recurrent Neural Networks

Tomáš Mikolov, Armand Joulin, Sumit Chopra et al. · arXiv (Cornell University) · 2014 · 198 citations · Full text

Natural Language Processing, Structured Prediction, Sequence Modelling +13

Automatic recognition of biological particles in microscopic images

Marc ' Aurelio Ranzato, Portia E. Taylor, James House et al. · Pattern Recognition Letters · 2006 · 112 citations

Machine Vision, Image Analysis, Engineering +8

Appendix: Building high-level features using large scale unsupervised learning

Quoc V. Le, Marc ' Aurelio Ranzato, Rajat Monga et al. · 2012 · 36 citations

Engineering, Machine Learning, Computer-aided Design +21

Dynamic auto-encoders for semantic indexing

Piotr Mirowski, Marc ' Aurelio Ranzato, Yann LeCun · 2010 · 29 citations