Uncertainty in Artificial Intelligence
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Kevin Murphy
Department of Computer Science
University of Ca
Contact Information
Email : murphyk@cs.ubc.ca
Mailing Address
Publications in UAI

UAI-2009
:: Group Sparse Priors for Covariance Estimation
:: Modeling Discrete Interventional Data using Directed Cyclic Graphical Models

UAI-2007
:: Bayesian structure learning using dynamic programming and MCMC

UAI-2001
:: The Factored Frontier Algorithm for Approximate Inference in DBNs

UAI-2000
:: Rao-Blackwellised Particle Filtering for Dynamic Bayesian Networks

UAI-1999
:: Loopy Belief Propagation for Approximate Inference: An Empirical Study
:: A Variational Approximation for Bayesian Networks with Discrete and Continuous Latent Variables

UAI-1998
:: Learning the Structure of Dynamic Probabilistic Networks


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