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…