2025 "risk control" Papers

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Beyond Greedy Exits: Improved Early Exit Decisions for Risk Control and Reliability

Divya Jyoti Bajpai, Manjesh Kumar Hanawal

NEURIPS 2025posterarXiv:2509.23666

Performative Risk Control: Calibrating Models for Reliable Deployment under Performativity

Victor Li, Baiting Chen, Yuzhen Mao et al.

NEURIPS 2025posterarXiv:2505.24097

Sample then Identify: A General Framework for Risk Control and Assessment in Multimodal Large Language Models

Qingni Wang, Tiantian Geng, Zhiyuan Wang et al.

ICLR 2025posterarXiv:2410.08174