Marc'Aurelio Ranzato
Email: ranzato [AT] cs [DOT] toronto [DOT] edu
PUBLICATIONS | RESUME | RESEARCH | PERSONAL



NEWS: I am a research scientist at Facebook now. Please, visit my new webpage.


I was a Ph.D. candidate in Prof. LeCun's lab at the Courant Institute of Mathematical Sciences - New York University.
My primary research is in the area of Machine Learning and Pattern Recognition, mainly with applications to Vision problems. I have worked on Unsupervised Learning algorithms to learn representations of data with desirable properties like compactness or sparsity. I am also interested in describing these algorithms in the general Energy-Based Model framework.
My projects had applications in a wide range of domains, from visual object recognition to image denoising and compression, from text classification and retrieval to autonomous robot navigation.
A list of publications with links to relevant papers is available here.

Please, visit this page for more information about my research. These are direct links to my projects:



Other links