Concepedia

David Maxwell Chickering

DM

33

Publications

2.6K

Citations

22

H-Index

1994

Active since

Affiliations

Microsoft (United States)(Current)

University of California, Los Angeles

Microsoft Research (United Kingdom)

University of Washington

Cornell University

David Maxwell Chickering is an author at Microsoft (United States) specializing in engineering, computer science, and data science.

Top concepts

Publications per year

1994–2017

33

Publications

33

A Bayesian Approach to Learning Bayesian Networks with Local Structure

David Maxwell Chickering, David Heckerman, Christopher Meek · arXiv (Cornell University) · 2013 · 326 citations · Full text

Learning equivalence classes of Bayesian network structures

David Maxwell Chickering · 1996 · 303 citations

A Transformational Characterization of Equivalent Bayesian Network Structures

David Maxwell Chickering · arXiv (Cornell University) · 2013 · 300 citations · Full text

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Efficient Approximations for the Marginal Likelihood of Bayesian Networks with Hidden Variables

David Maxwell Chickering, David Heckerman · Machine Learning · 1997 · 294 citations · Full text

Large-Sample Learning of Bayesian Networks is NP-Hard

David Maxwell Chickering, Christopher Meek, David Heckerman · arXiv (Cornell University) · 2012 · 154 citations · Full text

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