David M. Blei is affiliated with Columbia University in the United States. Their research spans primarily the field of computer science, with a strong focus on artificial intelligence and statistics and probability. Their work also intersects with molecular biology, economics and econometrics, and immunology.
The main topics covered by their research include:
David M. Blei has contributed extensively to multiple venues, with frequent publications in:
Their recent papers include:
The scientist has frequently collaborated with several notable co-authors, including:
David M. Blei's recognition includes being named an ACM Fellow in 2015 for contributions to probabilistic topic modeling and Bayesian machine learning. In 2013, they received the ACM Prize in Computing for pioneering work in topic modeling, influencing machine learning both theoretically and practically.
Additional honors include being a Fellow of the John Simon Guggenheim Memorial Foundation in 2017 and a Fellow of the Alfred P. Sloan Foundation in 2010. These awards reflect engagement with foundational aspects of machine learning, probabilistic modeling, and applied statistics.
David M. Blei;Andrew Y. Ng;Michael I. Jordan
David M. Blei;Alp Kucukelbir;Jon D. McAuliffe
David M. Blei
Yee W. Teh;Michael I. Jordan;Matthew J. Beal;David M. Blei
David M. Blei;John D. Lafferty
Jonathan Chang;Sean Gerrish;Chong Wang;Jordan L. Boyd-graber
Edoardo M. Airoldi;David M. Blei;Stephen E. Fienberg;Eric P. Xing
Matthew D. Hoffman;David M. Blei;Chong Wang;John Paisley
David M. Blei;John D. Lafferty
Kobus Barnard;Pinar Duygulu;David Forsyth;Nando de Freitas
Matthew Hoffman;Francis R. Bach;David M. Blei
Chong Wang;David M. Blei
David M. Blei;Michael I. Jordan
David M. Blei;Jon D. Mcauliffe
John D. Lafferty;David M. Blei
David M. Blei;Michael I. Jordan
Thomas L. Griffiths;Michael I. Jordan;Joshua B. Tenenbaum;David M. Blei
Paul DiMaggio;Manish Nag;David Blei
Rajesh Ranganath;Sean Gerrish;David M. Blei
David M. Blei;Thomas L. Griffiths;Michael I. Jordan
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