Second-Order Bounds for [0,1]-Valued Regression via Betting Loss

Yinan Li, Kwang-Sung Jun

We consider the $[0,1]$-valued regression problem in the i.i.d. setting. In a related problem called cost-sensitive classification, \citet{foster21efficient} have shown that the lo…