Uncertainty in Artificial Intelligence
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Changhe Yuan
Decision Systems
Intelligent Systems Program
University Of Pi
Contact Information
Webpage : http://www.sis.pitt.edu/~cyuan
Email : charlieyuan@yahoo.com
Phone : 412-624-73
Fax : 412-624-73
Mailing Address
B212 School Of Info. Sci.
Pittsburgh,  PA  15260
USA
Publications in UAI

UAI-2014
:: Finding Optimal Bayesian Network Structures with Constraints Learned from Data

UAI-2013
:: Solving Limited-Memory Influence Diagrams Using Branch-and-Bound Search
:: Evaluating Anytime Algorithms for Learning Optimal Bayesian Networks

UAI-2012
:: An Improved Admissible Heuristic for Learning Optimal Bayesian Networks

UAI-2011
:: Improving the Scalability of Optimal Bayesian Network Learning with External-Memory Frontier Breadth-First Branch and Bound Search

UAI-2010
:: Solving Multistage Influence Diagrams using Branch-and-Bound Search

UAI-2009
:: Most Relevant Explanation: Properties, Algorithms, and Evaluations

UAI-2005
:: Importance Sampling in Bayesian Networks: An Influence-Based Approximation Strategy for Importance Functions

UAI-2004
:: Annealed MAP

UAI-2003
:: An Importance Sampling Algorithm Based on Evidence Pre-propagation


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