Minimal Achievable Sufficient Statistic Learning

Milan Cvitkovic, Günther Koliander

Abstract: We introduce Minimal Achievable Sufficient Statistic (MASS) Learning, a machine learning training objective for which the minima are minimal sufficient statistics with respect to a class of functio...