The ML@UToronto A team consists of:
Andriy Mnih (The Thought Gang)
Ruslan Salakhutdinov (NIPS Reject)
Geoffrey Hinton
Ruslan Salakhutdinov, Andriy Mnih, and Geoffrey Hinton
Restricted Boltzmann Machines for Collaborative Filtering
ICML 2007
[ps.gz, pdf]
The paper describes some of our approaches to the
Netflix
movie-rating problem.
Ruslan Salakhutdinov and Andriy Mnih
Probabilistic Matrix Factorization
Neural Information Processing Systems 21 (NIPS 2007)
[ps.gz, pdf]
Ruslan Salakhutdinov and Andriy Mnih
Bayesian Probabilistic Matrix Factorization using MCMC
To appear in 25th International Conference on Machine Learning (ICML-2008)
[ps.gz],[ pdf]