"learning to defer" Papers

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Is the acquisition worth the cost? Surrogate losses for Consistent Two-stage Classifiers

florence regol, Joseph Cotnareanu, Theodore Glavas et al.

NEURIPS 2025spotlight

Probabilistic Learning to Defer: Handling Missing Expert Annotations and Controlling Workload Distribution

Cuong Nguyen, Thanh-Toan Do, Gustavo Carneiro

ICLR 2025
6
citations

Exploiting Human-AI Dependence for Learning to Defer

Zixi Wei, Yuzhou Cao, Lei Feng

ICML 2024

Learning to Complement and to Defer to Multiple Users

Zheng Zhang, Wenjie Ai, Kevin Wells et al.

ECCV 2024arXiv:2407.07003
7
citations

Regression with Multi-Expert Deferral

Anqi Mao, Mehryar Mohri, Yutao Zhong

ICML 2024spotlightarXiv:2403.19494
26
citations