Key Lab of Intelligent Information Processing of Chinese Academy of Sciences (CAS), Institute of Computing Technology, CAS, Beijing 100190, China; University of Chinese Academy of Sciences, Beijing 100049, China; Peng Cheng Laboratory, Shenzhen 518066, China; Key Lab of Intelligent Information Processing of Chinese Academy of Sciences (CAS), Institute of Computing Technology, CAS, Beijing 100190, China; University of Chinese Academy of Sciences, Beijing 100049, China
Qiang Ding, Yixuan Cao, Ping Luo
selective classification;uncertainty estimation;ensemble learning
Top-Ambiguity Samples Matter: Understanding Why Deep Ensemble Works in Selective Classification