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05/18/2023
More powerful multiple testing under dependence via randomization
We show that two procedures for false discovery rate (FDR) control – the...
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05/08/2023
Risk-limiting Financial Audits via Weighted Sampling without Replacement
We introduce the notion of a risk-limiting financial auditing (RLFA): gi...
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04/21/2022
Memory Bounds for the Experts Problem
Online learning with expert advice is a fundamental problem of sequentia...
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03/23/2022
Post-selection inference for e-value based confidence intervals
Suppose that one can construct a valid (1-δ)-CI for each of K parameters...
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07/15/2021
A unified framework for bandit multiple testing
In bandit multiple hypothesis testing, each arm corresponds to a differe...
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10/26/2020
Dynamic Algorithms for Online Multiple Testing
We demonstrate new algorithms for online multiple testing that provably ...
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05/26/2020
Class-Weighted Classification: Trade-offs and Robust Approaches
We address imbalanced classification, the problem in which a label may h...
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04/09/2020