Speaker: Enayat Ullah Affiliation: Johns Hopkins University Title: Machine unlearning via algorithmic stability Abstract: We study the problem of machine unlearning, and identify a notion of algorithmic stability, Total Variation (TV) stability, which we argue,[...]

Speaker: Thomas Lavastida Affiliation: Carnegie Mellon University Title: Combinatorial Optimization Augmented with Machine Learning Abstract: Combinatorial optimization often focuses on optimizing for the worst-case. However, the best algorithm to use depends on the “relevant inputs”,[...]