"surrogate loss functions" Papers
5 papers found
Improved Balanced Classification with Theoretically Grounded Loss Functions
Corinna Cortes, Mehryar Mohri, Yutao Zhong
NeurIPS 2025posterarXiv:2512.23947
5
citations
Is the acquisition worth the cost? Surrogate losses for Consistent Two-stage Classifiers
florence regol, Joseph Cotnareanu, Theodore Glavas et al.
NeurIPS 2025spotlight
$H$-Consistency Guarantees for Regression
Anqi Mao, Mehryar Mohri, Yutao Zhong
ICML 2024poster
Exploiting Human-AI Dependence for Learning to Defer
Zixi Wei, Yuzhou Cao, Lei Feng
ICML 2024poster
Regression with Multi-Expert Deferral
Anqi Mao, Mehryar Mohri, Yutao Zhong
ICML 2024spotlight