Concepedia

Kevin P. Murphy

KP

Statistics

Publications

38

Citations

7.5K

H-Index

28

Active since

1996

Affiliations

University of British Columbia(Current)

University of California, Berkeley

University of Rochester Medical Center

Trinity College Dublin

BC Cancer Agency

Kevin P. Murphy is an author at University of British Columbia specializing in machine learning, computing, and computer science.

Publications per year

1996–2019

38

Publications

38

Dynamic bayesian networks: representation, inference and learning

Kevin P. Murphy, Stuart Russell · 2002 · 2.6K citations

Computing, Mathematics, Bayesian Data Analysis +11

Loopy Belief Propagation for Approximate Inference: An Empirical Study

Kevin P. Murphy, Yair Weiss, Michael I. Jordan · arXiv (Cornell University) · 2013 · 1.5K citations · Full text

Computing, Computer Science, Algorithms +15

Bayesian Map Learning in Dynamic Environments

Kevin P. Murphy · 1999 · 451 citations

Engineering, Computer Science, Robotics Engineering +12

Efficient parameter estimation for RNA secondary structure prediction

Mirela Andronescu, Anne Condon, Holger H. Hoos et al. · Bioinformatics · 2007 · 248 citations · Full text

Life Sciences, Bioinformatics, Biology +16

A dynamic Bayesian network approach to figure tracking using learned dynamic models

Vladimir Pavlović, James M. Rehg, Tat‐Jen Cham et al. · 1999 · 224 citations

Computing, Computer Science, Computer Vision +16

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