Uncertainty in Artificial Intelligence
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Rina Dechter
Information and Computer Science
University of Ca
Contact Information
Webpage : http://www.ics.uci.edu/~dechter
Email : dechter@ics.uci.edu
Phone : (714)824-6
Fax : (714)824-4
Mailing Address
444 Computer Science Building
Irvine,  CA  92696-3425
USA
Publications in UAI

UAI-2014
:: AND/OR Search for Marginal MAP

UAI-2012
:: A Case Study in Complexity Estimation: Towards Parallel Branch-and-Bound over Graphical Models
:: Join-graph based cost-shifting schemes

UAI-2010
:: BEEM : Bucket Elimination with External Memory

UAI-2008
:: Bounding Search Space Size via (Hyper)tree Decompositions
:: AND/OR Importance Sampling

UAI-2007
:: Best-First AND/OR Search for Most Probable Explanations
:: AND/OR Multi-Valued Decision Diagrams (AOMDDs) for Weighted Graphical Models
:: Studies in Lower Bounding Probabilities of Evidence using the Markov Inequality

UAI-2006
:: Cutset Sampling with Likelihood Weighting

UAI-2005
:: The Relationship Between AND/OR Search and Variable Elimination
:: Approximate Inference Algorithms for Hybrid Bayesian Networks with Discrete Constraints
:: Modeling Transportation Routines using Hybrid Dynamic Mixed Networks

UAI-2004
:: On finding minimal w-cutset
:: Mixtures of Deterministic-Probabilistic Networks and their AND/OR Search Space
:: A Complete Anytime Algorithm for Treewidth

UAI-2003
:: Systematic vs. Non-systematic Algorithms for Solving the MPE Task
:: An Empirical Study of w-Cutset Sampling for Bayesian Networks
:: A Simple Insight into Iterative Belief Propagation's Success

UAI-2002
:: Iterative Join-Graph Propagation

UAI-2001
:: Hybrid Processing of Beliefs and Constraints

UAI-1999
:: Mini-Bucket Heuristics for Improved Search

UAI-1998
:: Empirical Evaluation of Approximation Algorithms for Probabilistic Decoding

UAI-1997
:: A Scheme for Approximating Probabilistic Inference

UAI-1996
:: An Evaluation of Structural Parameters for Probabilistic Reasoning: Results on Benchmark Circuits
:: Bucket Elimination: A Unifying Framework for Several Probabilistic Inference
:: Identifying Independencies in Causal Graphs with Feedback
:: Topological Parameters for Time-Space Tradeoff


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