"model-agnostic methods" Papers

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General Uncertainty Estimation with Delta Variances

Simon Schmitt, John Shawe-Taylor, Hado van Hasselt

AAAI 2025paperarXiv:2502.14698
2
citations

KAIROS: Scalable Model-Agnostic Data Valuation

Jiongli Zhu, Parjanya Prashant, Alex Cloninger et al.

NEURIPS 2025arXiv: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 2025arXiv:2410.03415
26
citations

Data Poisoning Attacks against Conformal Prediction

Yangyi Li, Aobo Chen, Wei Qian et al.

ICML 2024