Kaiwen Zhou

Kaiwen Zhou

Chinese University of Hong Kong - Central Ave / Hong Kong
Engineering & Technology / Computer Science
AD Scientific Index ID: 4535690
香港中文大學
person_outline Kaiwen Zhou's MOST POPULAR ARTICLES
1-) A simple stochastic variance reduced algorithm with fast convergence ratesK Zhou, F Shang, J ChengInternational Conference on Machine Learning (ICML) 80, 5980-5989, 2018782018
2-) VR-SGD: A simple stochastic variance reduction method for machine learningF Shang, K Zhou, H Liu, J Cheng, IW Tsang, L Zhang, D Tao, L JiaoIEEE Transactions on Knowledge and Data Engineering 32 (1), 188-202, 2018562018
3-) Direct acceleration of SAGA using sampled negative momentumK Zhou, Q Ding, F Shang, J Cheng, D Li, ZQ LuoInternational Conference on Artificial Intelligence and Statistics (AISTATS …, 2019512019
4-) Hyper-sphere quantization: Communication-efficient sgd for federated learningX Dai, X Yan, K Zhou, H Yang, KKW Ng, J Cheng, Y FanarXiv preprint arXiv:1911.04655, 2019592019
5-) Pareto Invariant Risk Minimization: Towards Mitigating the Optimization Dilemma in Out-of-Distribution GeneralizationY Chen, K Zhou, Y Bian, B Xie, B Wu, Y Zhang, MA KAILI, H Yang, P Zhao, ...International Conference on Learning Representations (ICLR), 2023522023