Algorithmic Stability for Adaptive Data Analysis

Algorithmic Stability for Adaptive Data Analysis

8 November 2015

Jonathan R. Ullman

Papers citing "Algorithmic Stability for Adaptive Data Analysis"

17 / 17 papers shown

Title
A Unifying Framework for Causal Imitation Learning with Hidden Confounders Daqian Shao Thomas Kleine Buening Marta Z. Kwiatkowska CML 86 1 0 11 Feb 2025
Robustness-Congruent Adversarial Training for Secure Machine Learning Model Updates Daniele Angioni Christian Scano Maura Pintor Luca Oneto Davide Anguita Battista Biggio Fabio Roli AAML 69 2 0 27 Feb 2024
Information-Theoretic Generalization Bounds for Transductive Learning and its Applications Huayi Tang Yong Liu 85 0 0 08 Nov 2023
PRIMO: Private Regression in Multiple Outcomes Seth Neel 47 0 0 07 Mar 2023
The Price of Selection in Differential Privacy Mitali Bafna Jonathan R. Ullman 79 30 0 09 Feb 2017
A Minimax Theory for Adaptive Data Analysis Yu Wang Jing Lei S. Fienberg 125 18 0 13 Feb 2016
Generalization in Adaptive Data Analysis and Holdout Reuse Cynthia Dwork Vitaly Feldman Moritz Hardt T. Pitassi Omer Reingold Aaron Roth 48 229 0 08 Jun 2015
On the Generalization Properties of Differential Privacy Kobbi Nissim Uri Stemmer FedML 40 39 0 22 Apr 2015
More General Queries and Less Generalization Error in Adaptive Data Analysis Raef Bassily Adam D. Smith Thomas Steinke Jonathan R. Ullman 46 14 0 16 Mar 2015
The Ladder: A Reliable Leaderboard for Machine Learning Competitions Avrim Blum Moritz Hardt 54 134 0 16 Feb 2015
Between Pure and Approximate Differential Privacy Thomas Steinke Jonathan R. Ullman FedML 66 159 0 24 Jan 2015
Preserving Statistical Validity in Adaptive Data Analysis Cynthia Dwork Vitaly Feldman Moritz Hardt T. Pitassi Omer Reingold Aaron Roth 60 375 0 10 Nov 2014
Interactive Fingerprinting Codes and the Hardness of Preventing False Discovery Thomas Steinke Jonathan R. Ullman 65 108 0 05 Oct 2014
Preventing False Discovery in Interactive Data Analysis is Hard Moritz Hardt Jonathan R. Ullman 61 125 0 06 Aug 2014
Fingerprinting Codes and the Price of Approximate Differential Privacy Mark Bun Jonathan R. Ullman Salil P. Vadhan FedML 53 211 0 13 Nov 2013
$Answering n^{2+o(1)} Counting Queries with Differential Privacy is Hard$ Answering n^{2+o(1)} Counting Queries with Differential Privacy is Hard Jonathan R. Ullman 68 99 0 30 Jul 2012
Interactive Privacy via the Median Mechanism Aaron Roth Tim Roughgarden 83 283 0 10 Nov 2009