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AdaPT-GMM: Powerful and robust covariate-assisted multiple testing

Jun 30, 2021
Patrick Chao, William Fithian

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Flexible Low-Rank Statistical Modeling with Side Information

Aug 22, 2017
William Fithian, Rahul Mazumder

* 20 pages, 4 figures 

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Data Augmentation via Levy Processes

Mar 21, 2016
Stefan Wager, William Fithian, Percy Liang

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Selective Sequential Model Selection

Dec 08, 2015
William Fithian, Jonathan Taylor, Robert Tibshirani, Ryan Tibshirani

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Altitude Training: Strong Bounds for Single-Layer Dropout

Oct 31, 2014
Stefan Wager, William Fithian, Sida Wang, Percy Liang

* Advances in Neural Information Processing Systems (NIPS), 2014 

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Local case-control sampling: Efficient subsampling in imbalanced data sets

Sep 23, 2014
William Fithian, Trevor Hastie

* Annals of Statistics 2014, Vol. 42, No. 5, 1693-1724 
* Published in at the Annals of Statistics ( by the Institute of Mathematical Statistics (

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