David M. Chickering

Learning Bayesian Networks: The Combination of Knowledge and Statistical Data

David Heckerman, Dan Geiger, David M. Chickering · Machine Learning · 1995 · 3.2K citations · Full text

Natural Sciences, Computer Science, Mathematics +14

Learning Bayesian networks: The combination of knowledge and statistical data

David Heckerman, Dan Geiger, David M. Chickering · Machine Learning · 1995 · 2K citations · Full text

Natural Sciences, Computer Science, Mathematics +14

Counterfactual reasoning and learning systems: the example of computational advertising

Léon Bottou, Jonas Peters, Joaquin Quiñonero-Candela et al. · 2013 · 533 citations

Public Health, Computer Science, Marketing +17

Counterfactual Reasoning and Learning Systems

Léon Bottou, Jonas Peters, Joaquin Quiñonero-Candela et al. · Journal of Machine Learning Research · 2012 · 84 citations

Computing, Computer Science, Computer Systems +17

Autoregressive Tree Models for Time-Series Analysis

Christopher Meek, David M. Chickering, David Heckerman · 2002 · 66 citations

Computing, Data Science, Data Mining +12