Unified Regularity Measures for Sample-wise Learning and Generalization

no code implementations • 9 Aug 2021 • Chi Zhang, Xiaoning Ma, Yu Liu, Le Wang, Yuanqi SU, Yuehu Liu

Fundamental machine learning theory shows that different samples contribute unequally both in learning and testing processes.

Learning Theory Memorization