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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

Shufan Lin

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Preprint Aug 2026

Asymptotic Risk Calibration for Selective Question Answering

A-CRC-QA is a post-hoc calibration framework for uncertainty-aware selective question answering that reformulates selection-conditioned error control as a linear expectation constraint and applies a monotonized empirical-risk calibration procedure inspired by conformal risk control.

Shufan Lin, Sijin Dong · 0 citations

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