Zhou, Yingxue

5 publications

AISTATS 2025 Loss Gradient Gaussian Width Based Generalization and Optimization Guarantees Arindam Banerjee, Qiaobo Li, Yingxue Zhou

ICML 2022 Stability Based Generalization Bounds for Exponential Family Langevin Dynamics Arindam Banerjee, Tiancong Chen, Xinyan Li, Yingxue Zhou

ICLR 2021 Bypassing the Ambient Dimension: Private SGD with Gradient Subspace Identification Yingxue Zhou, Steven Wu, Arindam Banerjee

NeurIPS 2020 Towards Better Generalization of Adaptive Gradient Methods Yingxue Zhou, Belhal Karimi, Jinxing Yu, Zhiqiang Xu, Ping Li

UAI 2018 Stable Gradient Descent Yingxue Zhou, Sheng Chen, Arindam Banerjee