"coverage guarantees" Papers

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Conformal Prediction Beyond the Horizon: Distribution-Free Inference for Policy Evaluation

Feichen Gan, Lu Youcun, Yingying Zhang et al.

NEURIPS 2025oralarXiv:2510.26026

Conformal Prediction in The Loop: A Feedback-Based Uncertainty Model for Trajectory Optimization

Han Wang, Chao Ning

NEURIPS 2025arXiv:2510.16376

Exploring the Noise Robustness of Online Conformal Prediction

HuaJun Xi, Kangdao Liu, Hao Zeng et al.

NEURIPS 2025arXiv:2501.18363
2
citations

Conformal Autoregressive Generation: Beam Search with Coverage Guarantees

Nicolas Deutschmann, Marvin Alberts, María Rodríguez Martínez

AAAI 2024paperarXiv:2309.03797
20
citations

Conformal Predictions under Markovian Data

Frédéric Zheng, Alexandre Proutiere

ICML 2024arXiv:2407.15277
2
citations

Efficient Online Set-valued Classification with Bandit Feedback

Zhou Wang, Xingye Qiao

ICML 2024arXiv:2405.04393
1
citations

Relaxed Quantile Regression: Prediction Intervals for Asymmetric Noise

Thomas Pouplin, Alan Jeffares, Nabeel Seedat et al.

ICML 2024arXiv:2406.03258
7
citations

Variational Inference with Coverage Guarantees in Simulation-Based Inference

Yash Patel, Declan McNamara, Jackson Loper et al.

ICML 2024arXiv:2305.14275
5
citations