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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 http://dx.doi.org/10.1214/14-AOS1220 the Annals of Statistics (http://www.imstat.org/aos/) by the Institute of Mathematical Statistics (http://www.imstat.org

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