Max-Information, Differential Privacy, and Post-Selection Hypothesis
Testing

Max-Information, Differential Privacy, and Post-Selection Hypothesis Testing

13 April 2016

Papers citing "Max-Information, Differential Privacy, and Post-Selection Hypothesis Testing"

14 / 14 papers shown

Title
Stability is Stable: Connections between Replicability, Privacy, and Adaptive Generalization Mark Bun Marco Gaboardi Max Hopkins R. Impagliazzo Rex Lei T. Pitassi Satchit Sivakumar Jessica Sorrell 28 29 0 22 Mar 2023
On Differential Privacy and Adaptive Data Analysis with Bounded Space Itai Dinur Uri Stemmer David P. Woodruff Samson Zhou 16 12 0 11 Feb 2023
Valid Inference after Causal Discovery Paula Gradu Tijana Zrnic Yixin Wang Michael I. Jordan CML 26 8 0 11 Aug 2022
Sequential algorithmic modification with test data reuse Jean Feng Gene Pennello N. Petrick B. Sahiner Romain Pirracchio Alexej Gossmann 14 4 0 21 Mar 2022
Reasoning About Generalization via Conditional Mutual Information Thomas Steinke Lydia Zakynthinou 13 159 0 24 Jan 2020
A New Analysis of Differential Privacy's Generalization Guarantees Christopher Jung Katrina Ligett Seth Neel Aaron Roth Saeed Sharifi-Malvajerdi Moshe Shenfeld FedML 19 47 0 09 Sep 2019
Private Identity Testing for High-Dimensional Distributions C. Canonne Gautam Kamath Audra McMillan Jonathan R. Ullman Lydia Zakynthinou 30 36 0 28 May 2019
A New Approach to Adaptive Data Analysis and Learning via Maximal Leakage A. Esposito Michael C. Gastpar Ibrahim Issa 11 7 0 05 Mar 2019
The Limits of Post-Selection Generalization Kobbi Nissim Adam D. Smith Thomas Steinke Uri Stemmer Jonathan R. Ullman 28 26 0 15 Jun 2018
Calibrating Noise to Variance in Adaptive Data Analysis Vitaly Feldman Thomas Steinke 30 47 0 19 Dec 2017
Sampling Without Compromising Accuracy in Adaptive Data Analysis Benjamin Fish L. Reyzin Benjamin I. P. Rubinstein 47 8 0 28 Sep 2017
Generalization for Adaptively-chosen Estimators via Stable Median Vitaly Feldman Thomas Steinke 24 42 0 15 Jun 2017
Achieving Dalenius' Goal of Data Privacy with Practical Assumptions Genqiang Wu Xianyao Xia Yeping He FedML 22 4 0 22 Mar 2017
Differentially Private Chi-Squared Hypothesis Testing: Goodness of Fit and Independence Testing Marco Gaboardi H. Lim Ryan M. Rogers Salil P. Vadhan 45 137 0 07 Feb 2016