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Matt Hoffman

I am a postdoc working with Prof. Andrew Gelman at Columbia University. I did my Ph.D. at Princeton University in Computer Science working in the Sound Lab with Prof. Perry Cook and Prof. David Blei. My research focuses on Bayesian modeling of audio, audio feature extraction, music information retrieval, and the application of music information retrieval and modeling techniques to musical synthesis.
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Nonparametric Variational Inference

Matt Hoffman

calendar icon Jan 16, 2013 4770 views

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03:25

Online Learning for Latent Dirichlet Allocation

Matt Hoffman

calendar icon Mar 25, 2011 8653 views

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01:09:48

Vowpal Wabbit

John Langford,

Nikos Karampatziakis,

Matt Hoffman,

Daniel Hsu

calendar icon Jan 13, 2011 19894 views

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