Search Machine Learning Repository:
All publications by David M. Chickering
authors venues years



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


Optimal Structure Identification With Greedy Search
David M. Chickering
Journal of Machine Learning Research, 2002


Learning Equivalence Classes of Bayesian-Network Structures
David M. Chickering
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