Unified Regularity Measures for Sample-wise Learning and Generalization

Chi Zhang, Xiaoning Ma, Yu Liu +3

Fundamental machine learning theory shows that different samples contribute unequally both in learning and testing processes. Contemporary studies on DNN imply that such sample dif…