Preserving Statistical Validity in Adaptive Data Analysis

10 November 2014

Papers citing "Preserving Statistical Validity in Adaptive Data Analysis"

11 / 11 papers shown

Title
Loss Gradient Gaussian Width based Generalization and Optimization Guarantees A. Banerjee Qiaobo Li Yingxue Zhou 92 0 0 11 Jun 2024
Adaptive Statistical Learning with Bayesian Differential Privacy Jun Zhao 36 1 0 02 Nov 2019
A Minimax Theory for Adaptive Data Analysis Yu Wang Jing Lei S. Fienberg 110 18 0 13 Feb 2016
Algorithmic Stability for Adaptive Data Analysis Raef Bassily Kobbi Nissim Adam D. Smith Thomas Steinke Uri Stemmer Jonathan R. Ullman 71 267 0 08 Nov 2015
Generalization in Adaptive Data Analysis and Holdout Reuse Cynthia Dwork Vitaly Feldman Moritz Hardt T. Pitassi Omer Reingold Aaron Roth 43 229 0 08 Jun 2015
More General Queries and Less Generalization Error in Adaptive Data Analysis Raef Bassily Adam D. Smith Thomas Steinke Jonathan R. Ullman 40 14 0 16 Mar 2015
Learning with Differential Privacy: Stability, Learnability and the Sufficiency and Necessity of ERM Principle Yu Wang Jing Lei S. Fienberg 47 103 0 23 Feb 2015
The Ladder: A Reliable Leaderboard for Machine Learning Competitions Avrim Blum Moritz Hardt 46 134 0 16 Feb 2015
Interactive Fingerprinting Codes and the Hardness of Preventing False Discovery Thomas Steinke Jonathan R. Ullman 57 108 0 05 Oct 2014
Preventing False Discovery in Interactive Data Analysis is Hard Moritz Hardt Jonathan R. Ullman 55 125 0 06 Aug 2014
Interactive Privacy via the Median Mechanism Aaron Roth Tim Roughgarden 80 283 0 10 Nov 2009