Publications

Refereed

2017 SampleRNN: An Unconditional End-to-End Neural Audio Generation Model ICLR, 2017

2017 A Robust Adaptive Stochastic Gradient Method for Deep Learning IJCNN, 2017

Popularization

2014 Should you ask her out? Gaceta de Economía

2010 Jugando dominó Laberintos e Infinitos

2009 Un Número Poco Ordinario Laberintos e Infinitos

Projects

Deep Learning

2015 Speech synthesis using RNNs

2015 Handwriting synthesis using RNNs

2015 Language modeling using RNNs

2015 Dogs vs Cats: Computer Vision

Data Science

2014 Cycle Atlanta

2014 Tourism in Mexico

Programming

2014 World vocoder wrapper

2012 AI for Pacman

Statistics

2014 Should you ask her out?

2012 Nonnegative Matrix Factorization

Economics

2013 DSGE Model for Mexican Economy

Key Courses

2015 Deep Learning Université de Montreal

2015 Machine Learning for Computer Vision Université de Montreal

2014 Probabilistic Graphical Models Université de Montreal

2014 Introduction to Machine Learning Université de Montreal

2013 Artificial Intelligence BerkeleyX, edX

2012 Introduction to Statistical Learning ITAM