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02/01/2019
Adaptive Monte Carlo Multiple Testing via Multi-Armed Bandits
Monte Carlo (MC) permutation testing is considered the gold standard for...
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01/11/2018
Minimax Optimality of Sign Test for Paired Heterogeneous Data
Comparing two groups under different conditions is ubiquitous in the bio...
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11/03/2017
NeuralFDR: Learning Discovery Thresholds from Hypothesis Features
As datasets grow richer, an important challenge is to leverage the full ...
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11/02/2017
Medoids in almost linear time via multi-armed bandits
Computing the medoid of a large number of points in high-dimensional spa...
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09/20/2017
