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cs.LG2024★ 1 cited
Conformal Risk Control for Ordinal Classification
Yunpeng Xu, Wenge Guo, Zhi Wei
As a natural extension to the standard conformal prediction method, several conformal risk control methods have been recently developed and applied to various learning problems. In…
cs.IR2024
Two-stage Risk Control with Application to Ranked Retrieval
Yunpeng Xu, Mufang Ying, Wenge Guo +1
Practical machine learning systems often operate in multiple sequential stages, as seen in ranking and recommendation systems, which typically include a retrieval phase followed by…