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stat.ML2026
Learning U-Statistics with Active Inference
Xiaoning Wang, Yuyang Huo, Liuhua Peng +1
-statistics play a central role in statistical inference. In many modern applications, however, acquiring the labels required for -statistics is costly. Motivated by recent a…
stat.ML2024
CAP: A General Algorithm for Online Selective Conformal Prediction with FCR Control
Yajie Bao, Yuyang Huo, Haojie Ren +1
We study the problem of post-selection predictive inference in an online fashion. To avoid devoting resources to unimportant units, a preliminary selection of the current individua…