papers
Publications (6)
astro-ph.IM2015
Celeste: Variational inference for a generative model of astronomical images
Jeffrey Regier, Andrew Miller, Jon McAuliffe +5
cs.SD2018
Synthesizing Diverse, High-Quality Audio Textures
Joseph Antognini, Matt Hoffman, Ron J. Weiss
stat.ML2013
Stochastic Variational Inference
Matt Hoffman, David M. Blei, Chong Wang +1
cs.LG2012
Sparse Stochastic Inference for Latent Dirichlet allocation
David Mimno, Matt Hoffman, David Blei
cs.LG2017
TensorFlow Distributions
Joshua V. Dillon, Ian Langmore, Dustin Tran +7
cs.LG2012
Nonparametric variational inference
Samuel Gershman, Matt Hoffman, David Blei