From Adaptive Query Release to Machine Unlearning

20 July 2023

Papers citing "From Adaptive Query Release to Machine Unlearning"

16 / 16 papers shown

Title
Differentially Private Generalized Linear Models Revisited R. Arora Raef Bassily Cristóbal Guzmán Michael Menart Enayat Ullah FedML 51 17 0 06 May 2022
A short note on an inequality between KL and TV C. Canonne 26 42 0 15 Feb 2022
Adaptive Machine Unlearning Varun Gupta Christopher Jung Seth Neel Aaron Roth Saeed Sharifi-Malvajerdi Chris Waites MU 55 182 0 08 Jun 2021
Remember What You Want to Forget: Algorithms for Machine Unlearning Ayush Sekhari Jayadev Acharya Gautam Kamath A. Suresh FedML MU 71 307 0 04 Mar 2021
Machine Unlearning via Algorithmic Stability Enayat Ullah Tung Mai Anup B. Rao Ryan Rossi R. Arora 66 110 0 25 Feb 2021
Machine Unlearning for Random Forests Jonathan Brophy Daniel Lowd MU 55 161 0 11 Sep 2020
Descent-to-Delete: Gradient-Based Methods for Machine Unlearning Seth Neel Aaron Roth Saeed Sharifi-Malvajerdi MU 52 269 0 06 Jul 2020
Machine Unlearning Lucas Bourtoule Varun Chandrasekaran Christopher A. Choquette-Choo Hengrui Jia Adelin Travers Baiwu Zhang David Lie Nicolas Papernot MU 112 861 0 09 Dec 2019
Certified Data Removal from Machine Learning Models Chuan Guo Tom Goldstein Awni Y. Hannun Laurens van der Maaten MU 84 442 0 08 Nov 2019
One Sample Stochastic Frank-Wolfe Mingrui Zhang Zebang Shen Aryan Mokhtari Hamed Hassani Amin Karbasi 66 59 0 10 Oct 2019
Making AI Forget You: Data Deletion in Machine Learning Antonio A. Ginart M. Guan Gregory Valiant James Zou MU 72 477 0 11 Jul 2019
Hybrid Stochastic Gradient Descent Algorithms for Stochastic Nonconvex Optimization Quoc Tran-Dinh Nhan H. Pham Dzung Phan Lam M. Nguyen 56 56 0 15 May 2019
Subsampled Rényi Differential Privacy and Analytical Moments Accountant Yu Wang Borja Balle S. Kasiviswanathan 71 398 0 31 Jul 2018
Renyi Differential Privacy Ilya Mironov 77 1,253 0 24 Feb 2017
Federated Learning: Strategies for Improving Communication Efficiency Jakub Konecný H. B. McMahan Felix X. Yu Peter Richtárik A. Suresh Dave Bacon FedML 286 4,636 0 18 Oct 2016
Rényi Divergence and Kullback-Leibler Divergence T. Erven P. Harremoes 73 1,334 0 12 Jun 2012