Adaptive Data Analysis for Growing Data

Neil G. Marchant, Benjamin I. P. Rubinstein

Reuse of data in adaptive workflows poses challenges regarding overfitting and the statistical validity of results. Previous work has demonstrated that interacting with data via di…