|| Marc'Aurelio Ranzato
Facebook AI Research
Email: ranzato [AT] cs [DOT] toronto [DOT] edu
I am currently a research scientist at the Facebook AI Research
lab in Menlo Park CA.
I previously worked at Google in the Brain team, and before
that, I was a post-doctoral fellow in Machine
Learning, University of Toronto. I worked in Geoffrey Hinton's lab
for two wonderful years.
I did my Ph.D. in Computer Science at New York University in Yann LeCun's group. I am originally from Padova in Italy, where I graduated in Electronics Engineering.
I am interested in Machine Learning, Computer Vision and, more generally, Artificial Intelligence.
I have worked on Unsupervised Learning algorithms using both probabilistic graphical models and energy-based models. I also used these algorithms to build hierarchical models, called deep networks. I applied these models to a variety of applications, such as visual object recognition, speech recognition, text document retrieval.
This is my current official website.
Here is the link to a recent arXiv paper of mine about learning where to look
through a sequence of glimpses in order to recognize category of objects.
link to the tutorial slides about the deep learning for large
scale visual recognition which I presented at CVPR 2014.
IJCV Special Issue on Deep
Learning: G. Hinton, Y. LeCun and I are guest editors of a
special issue on Deep Learning for Vision.
Multimedia 2014: Kai Yu and I are charing the deep learning track.
I am serving or served as Area Chair for:
Events I was invited to speak at:
Events I co-organized: