Legend:
CC = Baltimore Convention Center, H = Hilton Baltimore
* = applied session ! = JSM meeting theme
Activity Details
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50 !
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Sun, 7/30/2017,
4:00 PM -
5:50 PM
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CC-327
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Machine Learning and Statistical Inference: Building Breiman's Bridge — Invited Papers
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Section on Statistical Learning and Data Science , Section on Nonparametric Statistics , Section on Statistical Computing
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Organizer(s): Lucas K Mentch, University of Pittsburgh
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Chair(s): Giles J Hooker, Cornell University
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4:05 PM
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Walk on Random Forests
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Erwan Scornet, Ecole Polytechnique ; GĂ©rard Biau, University Paris 6 ; Jean-Philippe Vert, Mines Institut Curie
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4:30 PM
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Central Limit Theorems and Hypothesis Tests for Random Forests
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Lucas K Mentch, University of Pittsburgh ; Giles J Hooker, Cornell University
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4:55 PM
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Detecting Local Sparsity and High-Order Interactions with Iterative Random Forests
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Sumanta Basu, Cornell University ; James Bentley Brown, Lawrence Berkeley National Laboratory ; Bin Yu, University of California, Berkeley
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5:20 PM
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Urban Analytics Using Tree Models
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Shane Jensen, The Wharton School, University of Pennsylvania
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5:45 PM
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Floor Discussion
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