Matt Hoffman
homepage:http://www.cs.princeton.edu/~mdhoffma/
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Description

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.


Lectures:

[syn]  19590 views, 1:09:48   Tutorial
 tutorial
flag Vowpal Wabbit
as author at  Learning on Cores, Clusters, and Clouds,
together with: John Langford, Nikos Karampatziakis, Daniel Hsu,
19590 views
 
[syn]  8465 views, 03:25   journal video abstract
 demonstration video
flag Online Learning for Latent Dirichlet Allocation
as author at  Video Journal of Machine Learning Abstracts - Volume 1,
8465 views
[syn]  4644 views, 29:12   Invited Talk
 invited talk
flag Nonparametric Variational Inference
as author at  Confluence between Kernel Methods and Graphical Models,
4644 views