Uncertainty in Artificial Intelligence
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Michael I. Jordan
Computer Science Division and Department of Statistics
University of Ca
Contact Information
Webpage : http://www.cs.berkeley.edu/~jordan
Email : jordan@cs.berkeley.edu
Mailing Address
Berkeley,  CA  94720
USA
Publications in UAI

UAI-2010
:: Modeling Events with Cascades of Poisson Processes

UAI-2009
:: Optimization of Structured Mean Field Objectives

UAI-2008
:: The Phylogenetic Indian Buffet Process: A Non-Exchangeable Nonparametric Prior for Latent Features

UAI-2006
:: Bayesian Multicategory Support Vector Machines

UAI-2005
:: The DLR Hierarchy of Approximate Inference

UAI-2004
:: Graph partition strategies for generalized mean field inference

UAI-2003
:: A Generalized Mean Field Algorithm for Variational Inference in Exponential Families

UAI-2002
:: Loopy Belief Propogation and Gibbs Measures
:: Tree-dependent Component Analysis

UAI-2001
:: Efficient Stepwise Selection in Decomposable Models
:: Variational MCMC

UAI-2000
:: PEGASUS: A Policy Search Method for Large MDPs and POMDPs

UAI-1999
:: Loopy Belief Propagation for Approximate Inference: An Empirical Study

UAI-1998
:: Mixture Representations for Inference and Learning in Boltzmann Machines

UAI-1996
:: Computing Upper and Lower Bounds on Likelihoods in Intractable Networks


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