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All publications by David Heckerman
authors venues years



Considering Cost Asymmetry in Learning Classifiers
Francis R. Bach, David Heckerman and Eric Horvitz
Journal of Machine Learning Research, 2006


An MDP-Based Recommender System
Guy Shani, David Heckerman and Ronen I. Brafman
Journal of Machine Learning Research, 2005


Using ``epitomes'' to model genetic diversity: Rational design of HIV vaccine cocktails
Nebojsa Jojic, Vladimir Jojic, Christopher Meek, David Heckerman and Brendan J. Frey
Advances in Neural Information Processing Systems 18, 2005


Large-Sample Learning of Bayesian Networks is NP-Hard
David M. Chickering, David Heckerman and Christopher Meek
Journal of Machine Learning Research, 2004


The Learning-Curve Sampling Method Applied to Model-Based Clustering
Christopher Meek, Bo Thiesson and David Heckerman
Journal of Machine Learning Research, 2002


Dependency Networks for Inference, Collaborative Filtering, and Data Visualization
David Heckerman, David M. Chickering, Christopher Meek, Robert Rounthwaite and Carl M. Kadie
Journal of Machine Learning Research, 2000