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stat.ML2024
A Flexible Defense Against the Winner's Curse
Tijana Zrnic, William Fithian
Across science and policy, decision-makers often need to draw conclusions about the best candidate among competing alternatives. For instance, researchers may seek to infer the eff…
stat.ML2016
Data Augmentation via Levy Processes
Stefan Wager, William Fithian, Percy Liang
If a document is about travel, we may expect that short snippets of the document should also be about travel. We introduce a general framework for incorporating these types of inva…