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All publications by Matthew Hoffman
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Finite-Sample Analysis of Lasso-TD
Mohammad Ghavamzadeh, Alessandro Lazaric, Matthew Hoffman and RĂ©mi Munos
Proceedings of the 28th International Conference on Machine Learning (ICML-11), 2011


Bayesian Nonparametric Matrix Factorization for Recorded Music
David M. Blei, Perry R. Cook and Matthew Hoffman
Proceedings of the 27th International Conference on Machine Learning (ICML-10), 2010


Online Learning for Latent Dirichlet Allocation
Matthew Hoffman, Francis R. Bach and David M. Blei
Advances in Neural Information Processing Systems 23, 2010


Bayesian Policy Learning with Trans-Dimensional MCMC
Matthew Hoffman, Arnaud Doucet, Nando D. Freitas and Ajay Jasra
Advances in Neural Information Processing Systems 20, 2007