We consider the most influential subset selection (MISS) problem and identify various failure modes of the greedy-based algorithm used by the community, and prove that being "adaptive" helps in a non-obvious way.
We design the first game-theoretic efficient machine unlearning evaluation metric with provable properties.
We resolved Gerrymandering by a simple (dumb) voting scheme...