Uncertainty in Artificial Intelligence
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David Maxwell Chickering
Microsoft Resear
Contact Information
Webpage : http://www.research.microsoft.com/~dmax/
Email : dmax@microsoft.com
Mailing Address
Redmond,  WA  98052-6399
USA
Publications in UAI

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

UAI-2001
:: Using Temporal Data for Making Recommendations
:: A Bayesian Approach to Tackling Hard Computational Problems

UAI-2000
:: A Decision Theoretic Approach to Targeted Advertising
:: Dependency Networks for Collaborative Filtering and Data Visualization

UAI-1999
:: Fast Learning from Sparse Data

UAI-1998
:: Learning Mixtures of DAG Models

UAI-1997
:: A Bayesian Approach to Learning Bayesian Networks with Local Structure

UAI-1996
:: Learning Equivalence Classes of Bayesian Networks Structures
:: Efficient Approximations for the Marginal Likelihood of Incomplete Data Given a Bayesian Network

UAI-1995
:: A Transformational Characterization of Equivalent Bayesian Network Structures

UAI-1994
:: Learning Bayesian Networks: The Combination of Knowledge and Statistical Data


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