Mitigating Bias in Adaptive Data Gathering via Differential Privacy

6 June 2018

Papers citing "Mitigating Bias in Adaptive Data Gathering via Differential Privacy"

18 / 18 papers shown

Title
Calibrating Noise to Variance in Adaptive Data Analysis Vitaly Feldman Thomas Steinke 63 49 0 19 Dec 2017
Accurate Inference for Adaptive Linear Models Y. Deshpande Lester W. Mackey Vasilis Syrgkanis Matt Taddy OffRL 83 62 0 18 Dec 2017
Estimation Considerations in Contextual Bandits Maria Dimakopoulou Zhengyuan Zhou Susan Athey Guido Imbens 266 69 0 19 Nov 2017
Why Adaptively Collected Data Have Negative Bias and How to Correct for It Xinkun Nie Xiaoying Tian Jonathan E. Taylor James Zou OnRL 58 90 0 07 Aug 2017
Generalization for Adaptively-chosen Estimators via Stable Median Vitaly Feldman Thomas Steinke 109 42 0 15 Jun 2017
Achieving Privacy in the Adversarial Multi-Armed Bandit Aristide C. Y. Tossou Christos Dimitrakakis 56 57 0 16 Jan 2017
Fair Algorithms for Infinite and Contextual Bandits Matthew Joseph Michael Kearns Jamie Morgenstern Seth Neel Aaron Roth FedML FaML 58 56 0 29 Oct 2016
Max-Information, Differential Privacy, and Post-Selection Hypothesis Testing Ryan M. Rogers Aaron Roth Adam D. Smith Om Thakkar 105 83 0 13 Apr 2016
Adaptive Learning with Robust Generalization Guarantees Rachel Cummings Katrina Ligett Kobbi Nissim Aaron Roth Zhiwei Steven Wu FedML 48 57 0 24 Feb 2016
A Minimax Theory for Adaptive Data Analysis Yu Wang Jing Lei S. Fienberg 167 18 0 13 Feb 2016
Algorithms for Differentially Private Multi-Armed Bandits Aristide C. Y. Tossou Christos Dimitrakakis FedML 75 111 0 27 Nov 2015
Algorithmic Stability for Adaptive Data Analysis Raef Bassily Kobbi Nissim Adam D. Smith Thomas Steinke Uri Stemmer Jonathan R. Ullman 91 267 0 08 Nov 2015
Generalization in Adaptive Data Analysis and Holdout Reuse Cynthia Dwork Vitaly Feldman Moritz Hardt T. Pitassi Omer Reingold Aaron Roth 60 230 0 08 Jun 2015
The Ladder: A Reliable Leaderboard for Machine Learning Competitions Avrim Blum Moritz Hardt 61 134 0 16 Feb 2015
Preserving Statistical Validity in Adaptive Data Analysis Cynthia Dwork Vitaly Feldman Moritz Hardt T. Pitassi Omer Reingold Aaron Roth 74 375 0 10 Nov 2014
Interactive Fingerprinting Codes and the Hardness of Preventing False Discovery Thomas Steinke Jonathan R. Ullman 76 108 0 05 Oct 2014
Preventing False Discovery in Interactive Data Analysis is Hard Moritz Hardt Jonathan R. Ullman 75 127 0 06 Aug 2014
A Contextual-Bandit Approach to Personalized News Article Recommendation Lihong Li Wei Chu John Langford Robert Schapire 459 2,949 0 28 Feb 2010