safety
Unlearning Started With the Data Selector
GRACE derives compact forget and retain coresets from a few examples of unwanted behavior.
Summary
GRACE derives compact forget and retain coresets from a few examples of unwanted behavior.
The method estimates a forget gradient, approximates it with non-negative matching pursuit and selects retain examples after projecting that direction away. Across two domains, two model families and four unlearning algorithms, the authors report better utility with comparable forgetting.
Why it matters
GRACE derives compact forget and retain coresets from a few examples of unwanted behavior.
Limits and context
No additional limitation was separately recorded.
Key claims
GRACE derives compact forget and retain coresets from a few examples of unwanted behavior.
Evidence: source-2026-08-31-021
Sources
- arXiv preprint 2608.28361arXiv · primary research
Corrections
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