Local Borsuk-Ulam, Stability, and Replicability

Zachary Chase, Bogdan Chornomaz, Shay Moran +1

We use and adapt the Borsuk-Ulam Theorem from topology to derive limitations on list-replicable and globally stable learning algorithms. We further demonstrate the applicability of…