Generalized minimum error entropy for robust learning

Jiacheng He, Gang Wang, Kui Cao, He Diao, Guotai Wang, Bei Peng

Abstract: Highlights•The novel concepts of the generalized error entropy and quantized generalized error entropy are defined.•Some important properties of the generalized error entropy are investigated.•Several algorithms based on the proposed learning criteria are developed.•Some learning simulations are presented to verify the outstanding performance of the proposed algorithms.