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David McAllester

Professor McAllester received his B.S., M.S., and Ph.D. degrees from the Massachusetts Institute of Technology in 1978, 1979, and 1987 respectively. He served on the faculty of Cornell University for the academic year of 1987-1988 and served on the faculty of MIT from 1988 to 1995. He was a member of technical staff at AT&T Labs-Research from 1995 to 2002. He has been a fellow of the American Association of Artificial Intelligence (AAAI) since 1997. Since 2002 he has been Chief Academic Officer at the Toyota Technological Institute at Chicago (TTIC). Professor McAllester's research areas include machine learning, the theory of programming languages, automated reasoning, AI planning, computer game playing (computer chess), computational linguistics and computer vision. A 1991 paper on AI planning proved to be one of the most influential papers of the decade in that area. A 1993 paper on computer game algorithms influenced the design of the algorithms used in the Deep Blue system that
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A PAC-Bayesian Analysis of Dropouts

David McAllester

calendar icon Oct 6, 2014 2114 views

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Generalization Bounds and Consistency for Latent Structural Probit and Ramp Loss

David McAllester

calendar icon Jan 25, 2012 3468 views

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Remembering Partha Niyogi

David McAllester

calendar icon Jan 13, 2011 3839 views

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Some PAC-Bayesian Theorems

David McAllester

calendar icon Apr 14, 2010 3905 views

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Training Structured Predictors for Novel Loss Functions

David McAllester

calendar icon Jan 19, 2010 3490 views

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Unsupervised Learning for Stereo Vision

David McAllester

calendar icon Jul 30, 2009 6187 views

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Welcome

David McAllester

calendar icon Apr 19, 2007 4138 views

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Learning on Structured Data

David McAllester

calendar icon Feb 25, 2007 3994 views

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