Mo' Memory, Mo' Problems: Stream-Native Machine Unlearning

Kennon Stewart

Machine unlearning work assumes a static, i.i.d training environment that doesn't truly exist. Modern ML pipelines need to learn, unlearn, and predict continuously on production st…