"coverage guarantee" Papers

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Robust Conformal Prediction with a Single Binary Certificate

Soroush H. Zargarbashi, Aleksandar Bojchevski

ICLR 2025arXiv:2503.05239
3
citations

Wasserstein-Regularized Conformal Prediction under General Distribution Shift

Rui Xu, Chao Chen, Yue Sun et al.

ICLR 2025arXiv:2501.13430
5
citations

Conformal Prediction for Deep Classifier via Label Ranking

Jianguo Huang, HuaJun Xi, Linjun Zhang et al.

ICML 2024arXiv:2310.06430
43
citations

Online conformal prediction with decaying step sizes

Anastasios Angelopoulos, Rina Barber, Stephen Bates

ICML 2024arXiv:2402.01139
44
citations