Talks

Electronic versions are in gzipped postscript (.ps.gz) or in Acrobat PDF (.pdf).

Recent Talks

Deep Boltzmann Machines (ps.gz, pdf).
Snowbird workshop, April 2009.

I was co-organizing Deep Learning Workshop: Foundations and Future Directions, NIPS 2007.

Here is the talk that I gave at the workshop on Numerical Tools and Fast Algorithms for Massive Data Mining, Search Engines and Applications.
Deep Belief Networks with applications to Fast Document Retrieval (ps.gz, pdf).
IPAM, UCLA, Oct 2007.

Restricted Boltzmann Machines for Collaborative Filtering (ps.gz, pdf).
ICML, June 2007.

Deep Belief Nets (ps.gz, pdf).
Snowbird workshop, March 2007.
Demo and explanation of Digits and Faces.

Nonlinear Dimensionality Reduction using Neural Networks (ps.gz, pdf, abstract ps.gz).
NIPS06 workshop on Novel Applications of Dimensionality Reduction, Dec 2006.

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Ruslan Salakhutdinov, Artificial Intelligence Group, Toronto Computer Science || www.cs.toronto.edu/~rsalakhu