Lou, Zhipeng

3 publications

NeurIPS 2025 Gaussian Approximation and Concentration of Constant Learning-Rate Stochastic Gradient Descent Ziyang Wei, Jiaqi Li, Zhipeng Lou, Wei Biao Wu

NeurIPS 2025 Statistical Guarantees for High-Dimensional Stochastic Gradient Descent Jiaqi Li, Zhipeng Lou, Johannes Schmidt-Hieber, Wei Biao Wu

JMLR 2022 Beyond Sub-Gaussian Noises: Sharp Concentration Analysis for Stochastic Gradient Descent Wanrong Zhu, Zhipeng Lou, Wei Biao Wu