2019
Adaptive Monte Carlo Multiple Testing via Multi-Armed Bandits
ICML 2019oral
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 fail. However, in modern data science settings where a large number of hypothesis tests need to be performed simultaneously…