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David McAllester | Researchclopedia

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David McAllester

Toyota Technological Institute at Chicago

192

Works

29,791

Citations

56

h-index

113

i10-index

Research Topics

Logic, Reasoning, and Knowledge Logic, programming, and type systems Natural Language Processing Techniques

Affiliations

Murray State University1996–1996

AT&T (United States)1996–2013

Toyota Motor Corporation (Switzerland)2002–2012

Toyota Technological Institute at Chicago2000–2025

Providence College2002–2002

Top Works

Object Detection with Discriminatively Trained Part-Based Models

Pedro F. Felzenszwalb,Ross Girshick,et al.

20099,996 citations

Formal Methods in Verification

Policy Gradient Methods for Reinforcement Learning with Function Approximation

Richard S. Sutton,David McAllester,et al.

19994,954 citations

A discriminatively trained, multiscale, deformable part model

Pedro F. Felzenszwalb,David McAllester,et al.

20082,889 citations

Cascade object detection with deformable part models

Pedro F. Felzenszwalb,Ross Girshick,et al.

2010932 citations

Systematic nonlinear planning

David McAllester,David Rosenblitt

1991521 citations

Exploring Generalization in Deep Learning

Behnam Neyshabur,Srinadh Bhojanapalli,et al.

2017486 citations

Some PAC-Bayesian theorems

David McAllester

1998481 citations

Resolution Theorem Proving

Leo Bachmair,Harald Ganzinger,et al.

2001461 citations

Proceedings of the Twenty-Fifth Conference on Uncertainty in Artificial Intelligence

David McAllester

2009456 citations