ML Anthology

Wu, Beining

5 publications

ICLR 2026 A Tale of Two Geometries: Adaptive Optimizers and Non-Euclidean Descent Shuo Xie, Tianhao Wang, Beining Wu, Zhiyuan Li
ICLR 2025 Can Neural Networks Achieve Optimal Computational-Statistical Tradeoff? an Analysis on Single-Index Model Siyu Chen, Beining Wu, Miao Lu, Zhuoran Yang, Tianhao Wang
ICLR 2024 Benign Oscillation of Stochastic Gradient Descent with Large Learning Rate Miao Lu, Beining Wu, Xiaodong Yang, Difan Zou
NeurIPSW 2024 Can Neural Networks Achieve Optimal Computational-Statistical Tradeoff? an Analysis on Single-Index Model Siyu Chen, Beining Wu, Miao Lu, Zhuoran Yang, Tianhao Wang
NeurIPSW 2023 Benign Oscillation of Stochastic Gradient Descent with Large Learning Rate Miao Lu, Beining Wu, Xiaodong Yang, Difan Zou