1.4k citations · 5k across the 110 of their papers we have counts for
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stat.ME2020★ 3 cited
Identifying Invariant Factors Across Multiple Environments with KL Regression
Jaime Roquero Gimenez, James Zou
Many datasets are collected from multiple environments (e.g. different labs, perturbations, etc.), and it is often advantageous to learn models and relations that are invariant acr…
stat.ME2019★ 5 cited
Adaptive Monte Carlo Multiple Testing via Multi-Armed Bandits
Martin J. Zhang, James Zou, David Tse
Monte Carlo (MC) permutation test is considered the gold standard for statistical hypothesis testing, especially when standard parametric assumptions are not clear or likely to fai…
stat.ME2017★ 10 cited
NeuralFDR: Learning Discovery Thresholds from Hypothesis Features
Fei Xia, Martin J. Zhang, James Zou +1
As datasets grow richer, an important challenge is to leverage the full features in the data to maximize the number of useful discoveries while controlling for false positives. We…