Myeongjin Lee

Rethinking Shapley Value for Negative Interactions in Non-convex Games

We study causal interactions for payoff allocation in cooperative game theory, including quantifying feature attribution for deep learning models. Most feature attribution methods mainly stem from the criteria of the Shapley value, which assigns fair payoffs to players based on their expected contri…