Generalization in Adaptive Data Analysis and Holdout Reuse

8 June 2015

Papers citing "Generalization in Adaptive Data Analysis and Holdout Reuse"

7 / 57 papers shown

Title
Challenges in Bayesian Adaptive Data Analysis Sam Elder 26 9 0 08 Apr 2016
A Minimax Theory for Adaptive Data Analysis Yu Wang Jing Lei S. Fienberg 31 18 0 13 Feb 2016
Statistical Query Algorithms for Mean Vector Estimation and Stochastic Convex Optimization Vitaly Feldman Cristóbal Guzmán Santosh Vempala 29 89 0 30 Dec 2015
How much does your data exploration overfit? Controlling bias via information usage D. Russo James Zou 14 185 0 16 Nov 2015
Algorithmic Stability for Adaptive Data Analysis Raef Bassily Kobbi Nissim Adam D. Smith Thomas Steinke Uri Stemmer Jonathan R. Ullman 13 267 0 08 Nov 2015
Preserving Statistical Validity in Adaptive Data Analysis Cynthia Dwork Vitaly Feldman Moritz Hardt T. Pitassi Omer Reingold Aaron Roth 34 375 0 10 Nov 2014
Sample Complexity Bounds on Differentially Private Learning via Communication Complexity Vitaly Feldman David Xiao 175 72 0 25 Feb 2014