A Hessian estimation procedure using only the forget set enables instance-level source-free unlearning with claimed theoretical error bounds.
Eternal sunshine of the spotless net: Selective forgetting in deep networks
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
citation-role summary
background 1
citation-polarity summary
fields
cs.LG 1years
2025 1verdicts
CONDITIONAL 1roles
background 1polarities
unclear 1representative citing papers
citing papers explorer
-
Towards Source-Free Machine Unlearning
A Hessian estimation procedure using only the forget set enables instance-level source-free unlearning with claimed theoretical error bounds.