Matthew D. Hoffman is a researcher affiliated with Google in the United States. Their work spans the field of computer science, with a primary focus on areas such as artificial intelligence and statistics and probability. They have contributed extensively to research in subfields including computer vision and pattern recognition, as well as organic chemistry and electrical and electronic engineering.
The scientist has published 25 works within computer science. Their research topics frequently cover areas like Markov chains and Monte Carlo methods, Gaussian processes and Bayesian inference, statistical methods and inference, Bayesian methods and mixture models, asymmetric hydrogenation and catalysis, organometallic complex synthesis and catalysis, and topic modeling.
Publications by Matthew D. Hoffman have appeared in various venues. They have published 13 papers in arXiv (Cornell University), one in Nature Communications, one in Bayesian Analysis, one in bioRxiv (Cold Spring Harbor Laboratory), and one in Organometallics.
Their frequent coauthors include Rif A. Saurous, Pavel Sountsov, Feras A. Saad, Colin Carroll, and Brian Patton. The number of collaborations is notable, with the top collaborators having contributed to multiple papers alongside them.
Bob Carpenter;Andrew Gelman;Matthew D. Hoffman;Daniel Lee
Matthew D. Hoffman;David M. Blei;Chong Wang;John Paisley
Matthew Hoffman;Francis R. Bach;David M. Blei
Matthew D. Hoffman;Andrew Gelman
Dawen Liang;Rahul G. Krishnan;Matthew D. Hoffman;Tony Jebara
Stephan Mandt;Matthew D. Hoffman;David M. Blei
Alexander D'Amour;Katherine A. Heller;Dan Moldovan;Ben Adlam
Forest Agostinelli;Matthew D. Hoffman;Peter J. Sadowski;Pierre Baldi
Paris Smaragdis;Cedric Fevotte;Gautham J. Mysore;Nasser Mohammadiha
David M. Blei;Perry R. Cook;Matthew Hoffman
Dustin Tran;Matthew D. Hoffman;Rif A. Saurous;Eugene Brevdo
Joshua V. Dillon;Ian Langmore;Dustin Tran;Eugene Brevdo
David Mimno;Matt Hoffman;David Blei
Samuel Gershman;Matt Hoffman;David M. Blei
Zhicheng Liu;Yang Wang;Mira Dontcheva;Matthew Hoffman
Stephan Mandt;Matthew D. Hoffman;David M. Blei
Matthew D. Hoffman;David M. Blei;Perry R. Cook
Matthew D. Hoffman;Bobak Shahriari;Nando de Freitas
Bob Carpenter;Matthew D. Hoffman;Marcus Brubaker;Daniel D. Lee
Pavel Izmailov;Sharad Vikram;Matthew Hoffman;Andrew Wilson
Daniel Levy;Matthew D. Hoffman;Jascha Sohl-Dickstein
Cheng-Zhi Anna Huang;Ashish Vaswani;Jakob Uszkoreit;Noam Shazeer
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