Padhraic Smyth
Professor
Department of Computer Science
Department of Statistics
School of Information and Computer Sciences
University of California, Irvine
Associate Director, Center for Machine Learning and Intelligent Systems
Selected Recent Papers
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Science and data science (opinion article),
with David Blei, Proceedings of the National Academy of Sciences, 2017 -
Learning approximately objective priors,
with Eric Nalisnick, Proceedings of the Uncertainty in AI Conference, 2017 -
Bayesian detection of changepoints in finite-state Markov chains for multiple sequences,
with Petter Arnesen, Tracy Hoslclaw, Technometrics, 2016 -
Content coding of psychotherapy transcripts using labeled topic models,
with Garren Gaut, Mark Steyvers, Dave Atkins, Zac Imel, IEEE Journal of Biomedical and Health Informatics, 2015 -
Modeling human location data with mixtures of kernel densities,
with Moshe Lichman, ACM SIGKDD Conference, 2014
Teaching