Matt Hoffman
homepage: | http://www.cs.princeton.edu/~mdhoffma/ |
search externally: | Google Scholar, Springer, CiteSeer, Microsoft Academic Search, Scirus , DBlife |
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 Vowpal Wabbit as author at Learning on Cores, Clusters, and Clouds, together with: John Langford, Nikos Karampatziakis, Daniel Hsu, 19590 views |
demonstration video Online Learning for Latent Dirichlet Allocation as author at Video Journal of Machine Learning Abstracts - Volume 1, 8465 views |
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invited talk Nonparametric Variational Inference as author at Confluence between Kernel Methods and Graphical Models, 4644 views |