Controlling Bias in Adaptive Data Analysis Using Information Theory

Daniel Russo 0001, James Zou. Controlling Bias in Adaptive Data Analysis Using Information Theory. In Arthur Gretton, Christian C. Robert, editors, Proceedings of the 19th International Conference on Artificial Intelligence and Statistics, AISTATS 2016, Cadiz, Spain, May 9-11, 2016. Volume 51 of JMLR Workshop and Conference Proceedings, pages 1232-1240, JMLR.org, 2016. [doi]

Abstract

Abstract is missing.