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CC = Vancouver Convention Centre   F = Fairmont Waterfront Vancouver
* = applied session       ! = JSM meeting theme

Activity Details

529 Wed, 8/1/2018, 10:30 AM - 12:20 PM CC-West 117
Regression Trees and Random Forests — Contributed Papers
Section on Statistical Learning and Data Science
Chair(s): Dawei Liu, Biogen
10:35 AM Regression Trees and Ensemble Methods for Multivariate Outcomes

Evan Reynolds, University of Michigan; Mousumi Banerjee, University of Michigan
10:50 AM Repeated Measures Random Forests: Identifying Factors Associated with Nocturnal Hypoglycemia

Juanjuan Fan, San Diego State University; Peter Calhoun, Dexcom, Inc.; Richard Levine, San Diego State University
11:05 AM Uniformity of Personalized Treatment
Georgiy Bobashev, Research Triangle Institute; Barry Eggleston, RTI International; Benjamin Carper, RTI International
11:20 AM Locally Linear Forests: Leveraging Smoothness with Random Forests

Rina Friedberg, Stanford University; Julie Tibshirani, Palantir Technologies; Susan Athey, Stanford University; Stefan Wager, Stanford University
11:35 AM Conditional Quantile Regression Tree/Random Forest
Huichen Zhu; Ying Wei, Columbia University
11:50 AM Spectral Clustering via Unsupervised Random Forests

William Biscarri, University of Illinois at Urbana-Champaign; Robert J. Brunner, University of Illinois at Urbana-Champaign; Ruoqing Zhu, University of Illinois Urbana-Champaign
12:05 PM Assessing Authorship of Beatles Songs from Musical Content: Bayesian Classification Modeling from Bags-Of-Words Representations
Mark Glickman, Harvard University; Jason Brown, Dept of Mathematics, Dalhousie University; Ryan Song, School of Engineering and Applied Science, Harvard University