Paradise of Forking Paths: Revisiting the Adaptive Data Analysis Problem

Amir Hossein Hadavi, Mohammad M. Mojahedian, Mohammad Reza Aref

The Adaptive Data Analysis (ADA) problem, where an analyst interacts with a dataset through statistical queries, is often studied under the assumption of adversarial analyst behavi…