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stat.ME2026
Quickest Change-point Detection in Generalized Linear Models with Variational Estimation
Jonghyeok Lee, Yao Xie
We consider quickest change-point detection in generalized linear models when the post-change parameter is unknown. Such problems arise, for example, when monitoring whether the re…
stat.ME2026
Efficient First-Order Methods for Estimating Generalized Additive Index Models
Ziyu Peng, Linglingzhi Zhu, Yao Xie
Generalized additive index models (GAIMs) offer a flexible semiparametric framework for capturing complex data relationships, balancing the interpretability of parametric models wi…