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Foster, Jack
4 publications
TMLR
2025
An Information Theoretic Approach to Machine Unlearning
Jack Foster
,
Kyle Fogarty
,
Stefan Schoepf
,
Zack Dugue
,
Cengiz Oztireli
,
Alexandra Brintrup
AAAI
2024
Fast Machine Unlearning Without Retraining Through Selective Synaptic Dampening
Jack Foster
,
Stefan Schoepf
,
Alexandra Brintrup
NeurIPSW
2024
Learning to Forget Using Hypernetworks
Jose Miguel Lara Rangel
,
Usman Anwar
,
Stefan Schoepf
,
Jack Foster
,
David Krueger
DMLR
2024
Potion: Towards Poison Unlearning
Stefan Schoepf
,
Jack Foster
,
Alexandra Brintrup