Keyword Search
Legend:
CC = Vancouver Convention Centre F = Fairmont Waterfront Vancouver
* = applied session ! = JSM meeting theme
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Keyword Search Criteria: Random Forests returned 11 record(s)
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Tuesday, 07/31/2018
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Random Forests for Big Data
Jean-Michel Poggi, LMO, University Paris Sud; Robin Genuer, ISPED, Univ. Bordeaux ; Nathalie Villa-Vialaneix, MIA-T, INRA of Toulouse; Christine Tuleau-Malot , University Nice, CNRS, LJAD
8:55 AM
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Beyond the Bagg: Consistent Importance Intervals for Random Forest Predictors
Lucas Mentch, University of Pittsburgh; Giles Hooker, Cornell University
9:35 AM
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On the Asymptotics of Tree-Based Survival Models
Ruoqing Zhu, University of Illinois Urbana-Champaign; Yifan Cui, University of North Carolina at Chapel Hill; Michael Kosorok, University of North Carolina at Chapel Hill; Mai Zhou, University of Kentucky
9:55 AM
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Wednesday, 08/01/2018
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Iterative Random Forests (IRF) to Discover Predictive and Stable High-Order Interactions
Bin Yu, UC Berkeley; Sumanta Basu, Cornell University; Karl Kumbier, UC Berkeley; Ben Brown, LBNL and University of Birmingham
9:50 AM
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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
10:50 AM
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Identifying Farming Practices and Characteristics Associated with Higher Incomes for Smallholder Farms in Kibaale District, Uganda
Yew-Meng Koh, Hope College
11:05 AM
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Locally Linear Forests: Leveraging Smoothness with Random Forests
Rina Friedberg, Stanford University; Julie Tibshirani, Palantir Technologies; Susan Athey, Stanford University; Stefan Wager, Stanford University
11:20 AM
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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
11:50 AM
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Flexible Locally Weighted Penalized Regression with Applications on Prediction of ADNI Clinical Scores
Peiyao Wang; Yufeng Liu, University of North Carolina at Chapel Hill; Dinggang Shen, University of North Carolina at Chapel Hill
11:55 AM
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