2 papers
stat.ME2025
Safe, Always-Valid Alpha-Investing Rules For Doubly Sequential Online Inference
Zeyu Yao, Bowen Gang, Wenguang Sun
Dynamic decision-making in rapidly evolving research domains, including marketing, finance, and pharmaceutical development, presents a significant challenge. Researchers frequently…
cs.LG2025
Exploring the Noise Robustness of Online Conformal Prediction
Huajun Xi, Kangdao Liu, Hao Zeng +2
Conformal prediction is an emerging technique for uncertainty quantification that constructs prediction sets guaranteed to contain the true label with a predefined probability. Rec…