2 papers
stat.ME2026
Online Selective Conformal Prediction with Asymmetric Rules: A Permutation Test Approach
Mingyi Zheng, Ying Jin
Selective conformal prediction aims to construct prediction sets with valid coverage for a test unit conditional on it being selected by a data-driven mechanism. While existing met…
stat.ML2025
Smoothing-Based Conformal Prediction for Balancing Efficiency and Interpretability
Mingyi Zheng, Hongyu Jiang, Yizhou Lu +1
Conformal Prediction (CP) is a distribution-free framework for constructing statistically rigorous prediction sets. While popular variants such as CD-split improve CP's efficiency,…