| 2017 | WSDM | Algorithms for Active Classifier Selection: Maximizing Recall with Precision Constraints. | Paul N. Bennett, David Maxwell Chickering, Christopher Meek, Xiaojin Zhu |
| 2015 | UAI | Selective Greedy Equivalence Search: Finding Optimal Bayesian Networks Using a Polynomial Number of Score Evaluations. | David Maxwell Chickering, Christopher Meek |
| 2010 | AAAI | Predicting the Importance of Newsfeed Posts and Social Network Friends. | Tim Paek, Michael Gamon, Scott Counts, David Maxwell Chickering, Aman Dhesi |
| 2009 | CHI | Intentions: a game for classifying search query intent. | Edith Law, Anton Mityagin, David Maxwell Chickering |
| 2009 | KDD | Picture this: preferences for image search. | Paul N. Bennett, David Maxwell Chickering, Anton Mityagin |
| 2009 | WWW | Learning consensus opinion: mining data from a labeling game. | Paul N. Bennett, David Maxwell Chickering, Anton Mityagin |
| 2008 | ECIR | Here or There. | Ben Carterette, Paul N. Bennett, David Maxwell Chickering, Susan T. Dumais |
| 2008 | RecSys | Mining recommendations from the web. | Guy Shani, David Maxwell Chickering, Christopher Meek |
| 2007 | AAAI | Modeling Contextual Factors of Click Rates. | Hila Becker, Christopher Meek, David Maxwell Chickering |
| 2005 | SIGdial | The Markov Assumption in Spoken Dialogue Management. | Tim Paek, David Maxwell Chickering |
| 2004 | UAI | ARMA Time-Series Modeling with Graphical Models. | Bo Thiesson, David Maxwell Chickering, David Heckerman, Christopher Meek |
| 2003 | AISTATS | Learning Bayesian Networks From Dependency Networks: A Preliminary Study. | Geoff Hulten, David Maxwell Chickering, David Heckerman |
| 2003 | UAI | Large-Sample Learning of Bayesian Networks is NP-Hard. | David Maxwell Chickering, Christopher Meek, David Heckerman |
| 2003 | UAI | Practically Perfect. | Christopher Meek, David Maxwell Chickering |
| 2002 | UAI | Finding Optimal Bayesian Networks. | David Maxwell Chickering, Christopher Meek |
| 2002 | SDM | Autoregressive Tree Models for Time-Series Analysis. | Christopher Meek, David Maxwell Chickering, David Heckerman |
| 2001 | ICDM | Efficient Determination of Dynamic Split Points in a Decision Tree. | David Maxwell Chickering, Christopher Meek, Robert Rounthwaite |
| 2001 | UAI | A Bayesian Approach to Tackling Hard Computational Problems. | Eric Horvitz, Yongshao Ruan, Carla P. Gomes, Henry A. Kautz, Bart Selman, David Maxwell Chickering |
| 2001 | UAI | Using Temporal Data for Making Recommendations. | Andrew Zimdars, David Maxwell Chickering, Christopher Meek |
| 2000 | UAI | A Decision Theoretic Approach to Targeted Advertising. | David Maxwell Chickering, David Heckerman |
| 2000 | UAI | Dependency Networks for Collaborative Filtering and Data Visualization. | David Heckerman, David Maxwell Chickering, Christopher Meek, Robert Rounthwaite, Carl Myers Kadie |
| 1999 | UAI | Fast Learning from Sparse Data. | David Maxwell Chickering, David Heckerman |
| 1998 | UAI | Learning Mixtures of DAG Models. | Bo Thiesson, Christopher Meek, David Maxwell Chickering, David Heckerman |
| 1997 | AISTATS | A Comparison of Scientific and Engineering Criteria for Bayesian Model Selection. | David Heckerman, David Maxwell Chickering |
| 1997 | UAI | A Bayesian Approach to Learning Bayesian Networks with Local Structure. | David Maxwell Chickering, David Heckerman, Christopher Meek |
| 1996 | AAAI | A Clinician's Tool for Analyzing Non-Compliance. | David Maxwell Chickering, Judea Pearl |
| 1996 | UAI | Learning Equivalence Classes of Bayesian Network Structures. | David Maxwell Chickering |
| 1996 | UAI | Efficient Approximations for the Marginal Likelihood of Incomplete Data Given a Bayesian Network. | David Maxwell Chickering, David Heckerman |
| 1995 | AISTATS | Learning Bayesian Networks is NP-Complete. | David Maxwell Chickering |
| 1995 | UAI | A Transformational Characterization of Equivalent Bayesian Network Structures. | David Maxwell Chickering |
| 1994 | AAAI | Best-First Minimax Search: Othello Results. | Richard E. Korf, David Maxwell Chickering |
| 1994 | KDD | Learning Bayesian Networks: The Combination of Knowledge and Statistical Data. | David Heckerman, Dan Geiger, David Maxwell Chickering |
| 1994 | UAI | Learning Bayesian Networks: The Combination of Knowledge and Statistical Data. | David Heckerman, Dan Geiger, David Maxwell Chickering |