Search Results for author: Changliang Zou

Found 2 papers, 1 papers with code

CAP: A General Algorithm for Online Selective Conformal Prediction with FCR Control

no code implementations12 Mar 2024 Yajie Bao, Yuyang Huo, Haojie Ren, Changliang Zou

To avoid devoting resources to unimportant units, a preliminary selection of the current individual before reporting its prediction interval is common and meaningful in online predictive tasks.

Conformal Prediction Prediction Intervals

False Discovery Rate Control Under General Dependence By Symmetrized Data Aggregation

1 code implementation27 Feb 2020 Lilun Du, Xu Guo, Wenguang Sun, Changliang Zou

We develop a new class of distribution--free multiple testing rules for false discovery rate (FDR) control under general dependence.

Methodology Statistics Theory Statistics Theory

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