Chris Junchi Li

1. SPIDER: Near-Optimal Non-Convex Optimization via Stochastic Path Integrated Differential Estimator
   2018/07/04 by Cong Fang, Chris Junchi Li, Fang, Cong +5 · 25 citations
   Computer Science · Engineering · #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
2. On the Convergence of Stochastic Extragradient for Bilinear Games using Restarted Iteration Averaging
   2021/06/30 by Chris Junchi Li, Li, Chris Junchi, Yaodong Yu +11 · 1 citation
   Decision Sciences · Economics, Econometrics and Finance · Mathematics · #Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC) #Risk and Portfolio Optimization #Statistical Methods and Inference #Stochastic processes and financial applications
3. Fast Decentralized Gradient Tracking for Federated Minimax Optimization with Local Updates
   2024/05/07 by Chris Junchi Li, Li, Chris Junchi · 1 citation
   Computer Science · Engineering · #Blind Source Separation Techniques #Distributed #Distributed Control Multi-Agent Systems #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Parallel #Sparse and Compressive Sensing Techniques #and Cluster Computing (cs.DC)