Madigan, David

14 publications

JMLR 2016 The Factorized Self-Controlled Case Series Method: An Approach for Estimating the Effects of Many Drugs on Many Outcomes Ramin Moghaddass, Cynthia Rudin, David Madigan

JMLR 2013 Learning Theory Analysis for Association Rules and Sequential Event Prediction Cynthia Rudin, Benjamin Letham, David Madigan

MLJ 2013 Sequential Event Prediction Benjamin Letham, Cynthia Rudin, David Madigan

COLT 2011 Sequential Event Prediction with Association Rules Cynthia Rudin, Benjamin Letham, Ansaf Salleb-Aouissi, Eugene Kogan, David Madigan

JMLR 2008 Algorithms for Sparse Linear Classifiers in the Massive Data Setting Suhrid Balakrishnan, David Madigan

AISTATS 2003 On Retrieval Properties of Samples of Large Collections David Madigan, Yehuda Vardi, Ishay Weissman

AISTATS 2003 On the Naive Bayes Model for Text Categorization Susana Eyheramendy, David D. Lewis, David Madigan

AISTATS 1999 Bayesian Graphical Models, Intention-to-Treat, and the Rubin Causal Model David Madigan

AISTATS 1999 Boosting Methodology for Regression Problems Greg Ridgeway, David Madigan, Thomas S. Richardson

AISTATS 1997 Bayesian Information Retrieval: Preliminary Evaluation Michelle Keim, David D. Lewis, David Madigan

AISTATS 1997 Preface David Madigan, Padhraic Smyth

UAI 1996 An Alternative Markov Property for Chain Graphs Steen A. Andersson, David Madigan, Michael D. Perlman

AISTATS 1995 On Test Selection Strategies for Belief Networks David Madigan, Russell G. Almond

UAI 1995 Probabilistic Temporal Reasoning with Endogenous Change Steve Hanks, David Madigan, Jonathan Gavrin