Uncertainty in Artificial Intelligence
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David L Poole
Laboratory for C
Computer Science
University of Br
Contact Information
Webpage : http://www.cs.ubc.ca/~poole/
Email : poole@cs.ubc.ca
Mailing Address
Publications in UAI

UAI-1990
:: What is the Most Likely Diagnosis?

UAI-1989
:: Can Uncertainty Management be Realized In a Finite Totally Ordered Probability Algebra?

UAI-1988
:: Probabilistic Semantics and Defaults

UAI-1987
:: Towards Solving the Multiple Extension problem: Combining Defaults and Probability

UAI-2009
:: Seeing the Forest Despite the Trees: Large Scale Spatial-Temporal Decision Making
:: Constraint Processing in Lifted Probabilistic Inference

UAI-2005
:: Nonparametric Bayesian Logic

UAI-2003
:: Efficient Inference in Large Discrete Domains

UAI-2001
:: Symmetric Collaborative Filtering Using the Noisy Sensor Model

UAI-2000
:: Building a Stochastic Dynamic Model of Application Use

UAI-1999
:: Estimating the Value of Computation in Flexible Information Refinement
:: Reasoning With Conditional Ceteris Paribus Preference Statem

UAI-1998
:: An Anytime Algorithm for Decision Making under Uncertainty
:: Context-Specific Approximation in Probabilistic Inference

UAI-1996
:: Flexible Policy Construction by Information Refinement
:: A Framework for Decision-Theoretic Planning I: Combining the Situation Calculus, Conditional Plans, Probability and Utility

UAI-1995
:: Exploiting the Rule Structure for Decision Making within the Independent Choice Logic

UAI-1994
:: Solving Asymmetric Decision Problems with Influence Diagrams
:: Inter-causal Independence and Heterogeneous Factorization

UAI-1993
:: Incremental computation of the value of perfect information in stepwise-decomposable influence diagrams
:: The use of conflicts in searching Bayesian networks

UAI-1992
:: Exploring Localization in Bayesian Networks for Large Expert Systems
:: Sidestepping the Triangulation Problem in Bayesian Net Computations

UAI-1991
:: Representing Bayesian Networks within Probabilistic Horn Abduction
:: High Level Path Planning with Uncertainty

UAI-1990
:: What is an Optimal Diagnosis?
:: A Dynamic Approach to Probabilistic Inference

UAI-1989
:: Can Uncertainty Management be Realized in a Finite Totally Ordered Probability Algebra?

UAI-1988
:: Probabilistic Semantics and Defaults

UAI-1987
:: Towards Solving the Multiple Extension Problem: Combining Defaults and Probabilities


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