Preserving statistical validity in adaptive data analysis
Publication information:
Dwork, C., F. Feldman, M. Hardt, T. Pitassi, O. Reingold, and A. L. Roth. “Preserving Statistical Validity in Adaptive Data Analysis”. Proceedings of the 47th Annual ACM Symposium on Theory of Computing. STOC , 2015.
Abstract
See also: Dwork, C., Feldman, V., Hardt, M., Pitassi, T., Reingold, O. and Roth, A., 2015. "The reusable holdout: Preserving validity in adaptive data analysis". Science, 349 (6248), pp. 636-638. http://nematilab.info/bmijc/assets/091218_paper.pdf