"model-agnostic methods" Papers

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KAIROS: Scalable Model-Agnostic Data Valuation

Jiongli Zhu, Parjanya Prashant, Alex Cloninger et al.

NeurIPS 2025posterarXiv:2506.23799

Surgical, Cheap, and Flexible: Mitigating False Refusal in Language Models via Single Vector Ablation

Xinpeng Wang, Chengzhi (Martin) Hu, Paul Röttger et al.

ICLR 2025posterarXiv:2410.03415

Data Poisoning Attacks against Conformal Prediction

Yangyi Li, Aobo Chen, Wei Qian et al.

ICML 2024poster