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118 Mon, 8/8/2022, 10:30 AM - 12:20 PM CC-143B
Recent Advances in Change-Point Analysis — Invited Papers
Section on Nonparametric Statistics, Section on Statistical Learning and Data Science, IMS
Organizer(s): Xiaofeng Shao, University of Illinois at Urbana-Champaign
Chair(s): Zifeng Zhao, University of Notre Dame
10:35 AM Nonparametric Online Change-Point Detection in High Dimensions
Ali Shojaie, University of Washington
11:00 AM Are Deviations in a Gradually Varying Mean Relevant? a Testing Approach Based on Sup-Norm Estimators
Holger Dette, Ruhr University Bochum; Axel Bücher, Heinrich Heine University Düsseldorf; Florian Heinrichs, Ruhr-Universität Bochum
11:25 AM Graph-Based Multiple Change-Point Detection
Yuxuan Zhang, University of California, Davis; Hao Chen, University of California, Davis
11:50 AM Toward Automatic Change-Point Testing and Detection in Time Series via Deep Learning
Piotr Fryzlewicz, London School of Economics; Jie Li, London School of Economics; Paul Fearnhead, Lancaster University; Tengyao Wang, London School of Economics
12:15 PM Floor Discussion