Uncertainty in Artificial Intelligence
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Stuart Russell
Department of Computer Science
University of Ca
Contact Information
Email : russell@cs.berkeley.edu
Mailing Address
Publications in UAI
UAI-1989
:: Automated Construction of Sparse Bayesian Networks from Unstructured Probabilistic Models and Domain Information
UAI-2012
:: Selecting Computations: Theory and Applications
UAI-2011
:: A temporally abstracted Viterbi algorithm
UAI-2010
:: Gibbs Sampling in Open-Universe Stochastic Languages
:: RAPID: A Reachable Anytime Planner for Imprecisely-sensed Domains
UAI-2008
:: Improving Gradient Estimation by Incorporating Sensor Data
UAI-2006
:: General-Purpose MCMC Inference over Relational Structures
:: A compact, hierarchical Q-function decomposition
UAI-2004
:: Graph partition strategies for generalized mean field inference
UAI-2003
:: Efficient Gradient Estimation for Motor Control Learning
:: A Generalized Mean Field Algorithm for Variational Inference in Exponential Families
UAI-2002
:: Decayed MCMC Filtering
UAI-2001
:: Variational MCMC
UAI-2000
:: Rao-Blackwellised Particle Filtering for Dynamic Bayesian Networks
UAI-1998
:: Learning the Structure of Dynamic Probabilistic Networks
UAI-1997
:: Image Segmentation in Video Sequences: A Probabilistic Approach
UAI-1995
:: Stochastic Simulation Algorithms for Dynamic Probabilistic Networks
UAI-1990
:: Fine-Grained Decision-Theoretic Search Control
UAI-1989
:: Automated Construction of Sparse Bayesian Networks from Unstructured Probabilistic Models and Domain Information


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