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:

tutorial
flag Vowpal Wabbit
as author at  Learning on Cores, Clusters, and Clouds,
together with: John Langford, Nikos Karampatziakis, Daniel Hsu,
19555 views
  demonstration video
flag Online Learning for Latent Dirichlet Allocation
as author at  Video Journal of Machine Learning Abstracts - Volume 1,
8454 views
invited talk
flag Nonparametric Variational Inference
as author at  Confluence between Kernel Methods and Graphical Models,
4642 views