Papers
Communities
Events
Blog
Pricing
Search
Open menu
Home
Papers
2106.00265
Cited By
A unified PAC-Bayesian framework for machine unlearning via information risk minimization
1 June 2021
Sharu Theresa Jose
Osvaldo Simeone
MU
Re-assign community
ArXiv (abs)
PDF
HTML
Papers citing
"A unified PAC-Bayesian framework for machine unlearning via information risk minimization"
10 / 10 papers shown
Title
Unlearning during Learning: An Efficient Federated Machine Unlearning Method
Hanlin Gu
Gongxi Zhu
Jie Zhang
Xinyuan Zhao
Yuxing Han
Lixin Fan
Qiang Yang
MU
119
9
0
24 May 2024
Remember What You Want to Forget: Algorithms for Machine Unlearning
Ayush Sekhari
Jayadev Acharya
Gautam Kamath
A. Suresh
FedML
MU
94
317
0
04 Mar 2021
Variational Bayesian Unlearning
Q. Nguyen
Bryan Kian Hsiang Low
Patrick Jaillet
BDL
MU
95
128
0
24 Oct 2020
PAC-Bayes Analysis Beyond the Usual Bounds
Omar Rivasplata
Ilja Kuzborskij
Csaba Szepesvári
John Shawe-Taylor
116
80
0
23 Jun 2020
Machine Unlearning
Lucas Bourtoule
Varun Chandrasekaran
Christopher A. Choquette-Choo
Hengrui Jia
Adelin Travers
Baiwu Zhang
David Lie
Nicolas Papernot
MU
166
887
0
09 Dec 2019
Eternal Sunshine of the Spotless Net: Selective Forgetting in Deep Networks
Aditya Golatkar
Alessandro Achille
Stefano Soatto
CLL
MU
104
505
0
12 Nov 2019
Making AI Forget You: Data Deletion in Machine Learning
Antonio A. Ginart
M. Guan
Gregory Valiant
James Zou
MU
89
481
0
11 Jul 2019
A Primer on PAC-Bayesian Learning
Benjamin Guedj
163
223
0
16 Jan 2019
The Secret Sharer: Evaluating and Testing Unintended Memorization in Neural Networks
Nicholas Carlini
Chang-rui Liu
Ulfar Erlingsson
Jernej Kos
Basel Alomair
165
1,150
0
22 Feb 2018
Entropy-SGD optimizes the prior of a PAC-Bayes bound: Generalization properties of Entropy-SGD and data-dependent priors
Gintare Karolina Dziugaite
Daniel M. Roy
MLT
77
145
0
26 Dec 2017
1