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.

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