Temper-Then-Tilt: Principled Unlearning for Generative Models through Tempering and Classifier Guidance

Jacob L. Block, Mehryar Mohri, Aryan Mokhtari +1

We study machine unlearning in large generative models by framing the task as density ratio estimation to a target distribution rather than supervised fine-tuning. While classifier…