Patrick Kolpaczki

Approximation Algorithms for the Shapley Value: Taxonomy and Properties

Attributing importance to the individual components of a larger unit has become a popular method for understanding models and data in AI and machine learning. Starting with feature explanation, this method is now also used in data valuation or federated learning, just to name a few. Despite their differences, all of th...