This is a repository of some experiments and a presentation about the reusable holdout method.
- The Code directory contains the original python implementation of the numerical experiment reported in Dwork et al, a port to R, and some results.
- The Presentation directory contains the presentation
- Link to the presentation
C Dwork, et al. (2015) The reusable holdout: Preserving validity in adaptive data analysis. Science, 349(6248):636--8.
http://googleresearch.blogspot.com/2015/08/the-reusable-holdout-preserving.html
###License These materials are public domain and made available with a Creative Commons CC0 1.0 Universal dedication. In short, I waive all rights to the work worldwide under copyright law, including all related and neighboring rights, to the extent allowed by law. You can copy, modify, distribute, and perform the work, even for commercial purposes, all without asking permission. I make no warranties about the work, and disclaim liability for all uses of the work, to the fullest extent permitted by applicable law.