Phillip Guo, Aaquib Syed, Abhay Sheshadri, Aidan Ewart, and Gintare Karolina Dziugaite

Fast machine unlearning without retraining through selective synaptic dampening · 2024 · arXiv 2308.07707

1 Pith paper cite this work. Polarity classification is still indexing.

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cs.LG · 2026-05-28 · unverdicted · novelty 5.0

Introduces 5WBENCH balanced benchmark across 5W categories and MAAT three-phase adapter unlearning method that targets causal Why-type knowledge.

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MAAT: Multi-phase Adapter-Aware Targeted Unlearning cs.LG · 2026-05-28 · unverdicted · none · ref 2
Introduces 5WBENCH balanced benchmark across 5W categories and MAAT three-phase adapter unlearning method that targets causal Why-type knowledge.