Ayushi Thakur

Correlation-Guided Fast Machine Unlearning via Hessian Analysis

This work introduces a computationally efficient unlearning framework that identifies correlated data points in the training set and applies a theoretically derived closed-form parameter update rule, achieving an $82\times$ wall-clock speedup over standard influence function unlearning while preserving model utility wi...