Generalization for Adaptively-chosen Estimators via Stable Median

15 June 2017

Papers citing "Generalization for Adaptively-chosen Estimators via Stable Median"

14 / 14 papers shown

Title
Public-data Assisted Private Stochastic Optimization: Power and Limitations Enayat Ullah Michael Menart Raef Bassily Cristóbal Guzmán Raman Arora 30 1 0 06 Mar 2024
Adversarially Robust Distributed Count Tracking via Partial Differential Privacy Zhongzheng Xiong Xiaoyi Zhu Zengfeng Huang 20 0 0 01 Nov 2023
Adaptive Data Analysis in a Balanced Adversarial Model Kobbi Nissim Uri Stemmer Eliad Tsfadia FedML 18 1 0 24 May 2023
Unbounded Differentially Private Quantile and Maximum Estimation D. Durfee 41 6 0 02 May 2023
On Differential Privacy and Adaptive Data Analysis with Bounded Space Itai Dinur Uri Stemmer David P. Woodruff Samson Zhou 18 12 0 11 Feb 2023
Sequential algorithmic modification with test data reuse Jean Feng Gene Pennello N. Petrick B. Sahiner Romain Pirracchio Alexej Gossmann 19 4 0 21 Mar 2022
Private Prediction Sets Anastasios Nikolas Angelopoulos Stephen Bates Tijana Zrnic Michael I. Jordan 16 11 0 11 Feb 2021
A bounded-noise mechanism for differential privacy Y. Dagan Gil Kur 21 22 0 07 Dec 2020
The Sparse Vector Technique, Revisited Haim Kaplan Yishay Mansour Uri Stemmer 38 17 0 02 Oct 2020
A New Analysis of Differential Privacy's Generalization Guarantees Christopher Jung Katrina Ligett Seth Neel Aaron Roth Saeed Sharifi-Malvajerdi Moshe Shenfeld FedML 21 47 0 09 Sep 2019
The Limits of Post-Selection Generalization Kobbi Nissim Adam D. Smith Thomas Steinke Uri Stemmer Jonathan R. Ullman 31 26 0 15 Jun 2018
Privacy-preserving Prediction Cynthia Dwork Vitaly Feldman 19 90 0 27 Mar 2018
The Everlasting Database: Statistical Validity at a Fair Price Blake E. Woodworth Vitaly Feldman Saharon Rosset Nathan Srebro 24 2 0 12 Mar 2018
Calibrating Noise to Variance in Adaptive Data Analysis Vitaly Feldman Thomas Steinke 35 47 0 19 Dec 2017