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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.
Nonparametric Variational Inference
as author at Confluence between Kernel Methods and Graphical Models,
as author at Learning on Cores, Clusters, and Clouds,
together with: John Langford, Nikos Karampatziakis, Daniel Hsu,
Online Learning for Latent Dirichlet Allocation
as author at Video Journal of Machine Learning Abstracts - Volume 1,