Forgetting by Remembering: A Smarter Path to Machine Unlearning
TL;DR for operators Deletion sounds simple until the deleted record has already shaped millions of model parameters. The clean answer is to retrain the model without that record. The operational answer is usually less glamorous: nobody wants to burn a full training cycle every time a user, regulator, data-quality team, or security analyst says, “Remove this.” ...