"conformal inference" Papers

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Conference

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Conformal Inference of Individual Treatment Effects Using Conditional Density Estimates

Baozhen Wang, Xingye Qiao

AAAI 2025paperarXiv:2501.14933
4
citations

Error-quantified Conformal Inference for Time Series

Junxi Wu, Dongjian Hu, Yajie Bao et al.

ICLR 2025oralarXiv:2502.00818
8
citations

Scaling Data-Driven Probabilistic Robustness Analysis for Semantic Segmentation Neural Networks

Navid Hashemi, Samuel Sasaki, Ipek Oguz et al.

NEURIPS 2025

Multi-Source Conformal Inference Under Distribution Shift

Yi Liu, Alexander Levis, Sharon-Lise Normand et al.

ICML 2024arXiv:2405.09331
18
citations

Not all distributional shifts are equal: Fine-grained robust conformal inference

Jiahao Ai, Zhimei Ren

ICML 2024arXiv:2402.13042
12
citations

The Pitfalls and Promise of Conformal Inference Under Adversarial Attacks

Ziquan Liu, Yufei Cui, Yan Yan et al.

ICML 2024arXiv:2405.08886
9
citations