Uncertainty in Artificial Intelligence
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Christopher Meek
Microsoft Resear
Contact Information
Webpage : http://research.microsoft.com/~meek
Email : meek@microsoft.com
Phone : 425 703 78
Fax : 425 936 73
Mailing Address
One Microsoft Way
Redmond,  WA  98052
USA
Publications in UAI

UAI-2008
:: Inference for Multiplicative Models

UAI-2004
:: ARMA Time-Series Modeling with Graphical Models

UAI-2003
:: Large-Sample Learning of Bayesian Networks is NP-Hard
:: Practically Perfect

UAI-2002
:: Finding Optimal Bayesian Networks
:: Staged Mixture Modelling and Boosting
:: Factorization of Discrete Probability Distributions
:: CFW: A Collaborative Filtering System Using Posteriors Over Weights Of Evidence

UAI-2001
:: Using Temporal Data for Making Recommendations

UAI-2000
:: Perfect Tree-Like Markovian Distributions
:: Dependency Networks for Collaborative Filtering and Data Visualization

UAI-1999
:: Quantifier Elimination for Statistical Problems

UAI-1998
:: Learning Mixtures of DAG Models
:: Graphical Models and Exponential Families

UAI-1997
:: Models and Selection Criteria for Regression and Classification
:: Structure and Parameter Learning for Causal Independence and Causal Interaction Models
:: A Bayesian Approach to Learning Bayesian Networks with Local Structure

UAI-1996
:: Asymptotic Model Selection for Directed Networks with Hidden Variables

UAI-1995
:: Causal Inference and Causal Explanation with Background Knowledge
:: Strong Completeness and Faithfulness in Bayesian Networks
:: Causal Inference in the Presence of Latent Variables and Selection Bias


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