How does machine unlearning work?
Автор: Probably Private
Загружено: 2025-09-26
Просмотров: 165
How does machine unlearning actually work? Machine unlearning promises to remove specific information from AI/ML models in less time than it takes to retrain the model.
In this video, you'll explore early and simple approaches to unlearning as well as what the current research says on deep unlearning. You'll also analyze what you need to do to do unlearning well and compare that with the level of effort for retraining the model.
More detailed article with references to research here: https://blog.kjamistan.com/machine-un...
Statistical Query Unlearning from Cao et al (2015): https://www.ieee-security.org/TC/SP20...
SISA learning: https://arxiv.org/abs/1912.03817
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