people

Kenneth E. Shirley

Shirley, Kenneth E.
33 Thomas Street
New York, NY
http://www.research.att.com/~kshirley
Subject matter expert in Hierarchical Bayesian modeling, MCMC methods, hidden Markov models, Topic Modeling

Technical Documents

LDAvis: A method for visualizing and interpreting topics
Kenneth Shirley, Carson Sievert
Proceedings of the ACL (Association of Computational Linguistics) Workshop on Interactive Language L,  2014.  [PDF]  [BIB]

Association of Computational Linguistics Copyright

Maximum Entropy Summary Trees
Kenneth Shirley, Howard Karloff
Computer Graphics Forum,  2013.  [PDF]  [BIB]

Blackwell Copyright

A PROBABILISTIC PAIRWISE-PREFERENCE PREDICTOR FOR IMAGE QUALITY
Amy Reibman, Kenneth Shirley, Chao Tian
IEEE Conference on Image Processing,  2013.  [PDF]  [BIB]

IEEE Copyright

Publications

Hidden Markov models for alcoholism treatment trial data
Kenneth E. Shirley, Dylan S. Small, Kevin G. Lynch, Stephen A. Maisto, David W. Oslin
Annals of Applied Statistics,  v4,  #1,  pp 366-395,  2010.  [PDF]  [BIB]

Bayesball: A Bayesian hierarchical model for evaluating fielding in major league baseball
Shane T. Jensen, Kenneth E. Shirley, Abraham J. Wyner
Annals of Applied Statistics,  v3,  #2,  pp 491-520,  2009.  [PDF]  [BIB]

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