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Tim Coleman
Publication Activity (10 Years)
Years Active: 2019-2022
Publications (10 Years): 4
Top Topics
Randomized Trees
Machine Learning Algorithms
Rates Of Convergence
Random Forests
Top Venues
CoRR
J. Mach. Learn. Res.
AMIA
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Publications
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Tim Coleman
,
Wei Peng
,
Lucas Mentch
Scalable and Efficient Hypothesis Testing with Random Forests.
J. Mach. Learn. Res.
23 (2022)
Tim Coleman
,
Kimberly Kaufeld
,
Mary Frances Dorn
,
Lucas Mentch
Locally Optimized Random Forests.
CoRR
(2019)
Tim Coleman
,
Lucas Mentch
,
Kimberly Glass
,
David Gotz
,
Nils Gehlenborg
,
Arlene E. Chung
Precision VISSTA: Machine Learning Prediction and Inference for Bring-Your-Own-Device (BYOD) mHealth Data.
AMIA
(2019)
Wei Peng
,
Tim Coleman
,
Lucas Mentch
Asymptotic Distributions and Rates of Convergence for Random Forests and other Resampled Ensemble Learners.
CoRR
(2019)