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:

invited talk
flag Nonparametric Variational Inference
as author at  Confluence between Kernel Methods and Graphical Models,
409 views
  tutorial
flag Vowpal Wabbit
as author at  Learning on Cores, Clusters, and Clouds,
together with: John Langford, Nikos Karampatziakis, Daniel Hsu,
3205 views
demonstration video
flag Online Learning for Latent Dirichlet Allocation
as author at  Video Journal of Machine Learning Abstracts - Volume 1,
1490 views