Matthew D. Hoffman

<i>Stan</i> : A Probabilistic Programming Language

Bob Carpenter, Andrew Gelman, Matthew D. Hoffman et al. · Journal of Statistical Software · 2017 · 7.4K citations · Full text

Computing, Computer Science, Bayesian Data Analysis +16

The No-U-Turn Sampler: Adaptively Setting Path Lengths in Hamiltonian Monte Carlo

Matthew D. Hoffman, Andrew Gelman · arXiv (Cornell University) · 2011 · 1.8K citations · Full text

Computing, Computer Science, Algorithms +13

Stochastic variational inference

Matthew D. Hoffman, David M. Blei, Chong Wang et al. · Journal of Machine Learning Research · 2013 · 1.5K citations

Natural Sciences, Computer Science, Mathematics +17

Online Learning for Latent Dirichlet Allocation

Matthew D. Hoffman, Francis Bach, David M. Blei · 2010 · 1.3K citations

Computing, Computer Science, Data Science +16

Variational Autoencoders for Collaborative Filtering

Dawen Liang, Rahul G. Krishnan, Matthew D. Hoffman et al. · 2018 · 1.3K citations · Full text

Computing, Computer Science, Machine Learning +16