"coverage guarantees" Papers
6 papers found
Conformal Prediction Beyond the Horizon: Distribution-Free Inference for Policy Evaluation
Feichen Gan, Lu Youcun, Yingying Zhang et al.
NeurIPS 2025oralarXiv:2510.26026
Conformal Autoregressive Generation: Beam Search with Coverage Guarantees
Nicolas Deutschmann, Marvin Alberts, María Rodríguez Martínez
AAAI 2024paperarXiv:2309.03797
Conformal Predictions under Markovian Data
Frédéric Zheng, Alexandre Proutiere
ICML 2024poster
Efficient Online Set-valued Classification with Bandit Feedback
Zhou Wang, Xingye Qiao
ICML 2024poster
Relaxed Quantile Regression: Prediction Intervals for Asymmetric Noise
Thomas Pouplin, Alan Jeffares, Nabeel Seedat et al.
ICML 2024poster
Variational Inference with Coverage Guarantees in Simulation-Based Inference
Yash Patel, Declan McNamara, Jackson Loper et al.
ICML 2024poster