Research

Publication list

Talks

Code available online.

Research Topics

• Deep Learning: Deep Boltzmann Machines and Deep Belief Networks.
• Probabilistic Graphical Models.
• Bayesian Statistics
• Matrix Factorization / Collaborative Filtering.
• Nonlinear Dimensionality Reduction.
• Time Series Models, Mixture Models, Optimization.

Ruslan Salakhutdinov, Department of Statistics, University of Toronto, http://www.utstat.toronto.edu/~rsalakhu/