Luo Luo

1. Stochastic Recursive Gradient Descent Ascent for Stochastic Nonconvex-Strongly-Concave Minimax Problems
   2020/01/11 by Luo Luo, Luo, Luo, Haishan Ye +5 · 8 citations
   Computer Science · Engineering · Mathematics · #Stochastic Gradient Optimization Techniques #Sparse and Compressive Sensing Techniques #Markov Chains and Monte Carlo Methods
2. An Efficient Stochastic Algorithm for Decentralized Nonconvex-Strongly-Concave Minimax Optimization
   2022/12/05 by Lesi Chen, Chen, Lesi, Haishan Ye +3 · 5 citations
   Computer Science · Engineering · #Distributed Control Multi-Agent Systems #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
3. Faster Gradient-Free Algorithms for Nonsmooth Nonconvex Stochastic Optimization
   2023/01/16 by Lesi Chen, Jing Xu, Chen, Lesi +3 · 5 citations
   Engineering · Computer Science · Mathematics · #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques #Markov Chains and Monte Carlo Methods
4. Multi-consensus Decentralized Accelerated Gradient Descent
   2020/05/02 by Haishan Ye, Luo Luo, Ye, Haishan +5 · 3 citations
   Computer Science · Engineering · #Cooperative Communication and Network Coding #Distributed Control Multi-Agent Systems #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques
5. Robust Frequent Directions with Application in Online Learning
   2017/05/15 by Luo Luo, Luo, Luo, Cheng Chen +7 · 2 citations
   Computer Science · Mathematics · #Advanced Optimization Algorithms Research #FOS: Computer and information sciences #Face and Expression Recognition #Machine Learning (cs.LG) #Metaheuristic Optimization Algorithms Research
6. Finding Second-Order Stationary Points in Nonconvex-Strongly-Concave Minimax Optimization
   2021/10/10 by Luo Luo, Luo, Luo, Li, Yujun +1 · 1 citation
   Computer Science · Engineering · Mathematics · #Advanced Optimization Algorithms Research #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
7. A Proximal Stochastic Quasi-Newton Algorithm
   2016/01/31 by Luo Luo, Zihao Chen, Luo, Luo +5 · 1 citation
   Computer Science · Engineering · Mathematics · #Advanced Optimization Algorithms Research #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
8. Near-Optimal Algorithms for Making the Gradient Small in Stochastic Minimax Optimization
   2022/08/11 by Lesi Chen, Chen, Lesi, Luo Luo +1 · 1 citation
   Computer Science · Engineering · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and ELM #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
9. Faster Stochastic Algorithms for Minimax Optimization under Polyak--Łojasiewicz Conditions
   2023/07/29 by Lesi Chen, Boyuan Yao, Chen, Lesi +3 · 1 citation
   Computer Science · Decision Sciences · Economics, Econometrics and Finance · #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Risk and Portfolio Optimization #Stochastic Gradient Optimization Techniques #Stochastic processes and financial applications
10. Symmetric Rank-k Methods
    2023/03/28 by Chengchang Liu, Liu, Chengchang, Cheng Chen +3 · 1 citation
    Computer Science · Engineering · Mathematics · #Advanced Optimization Algorithms Research #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques #math.OC
11. Incremental Quasi-Newton Methods with Faster Superlinear Convergence Rates
    2024/02/04 by Zhuanghua Liu, Liu, Zhuanghua, Luo Luo +3 · 1 citation
    Computer Science · Mathematics · #Advanced Optimization Algorithms Research #FOS: Computer and information sciences #FOS: Mathematics #Iterative Methods for Nonlinear Equations #Machine Learning (cs.LG) #Matrix Theory and Algorithms #Optimization and Control (math.OC)
12. Optimal Convex Optimization with Inexact Second-Order Oracles
    2026/07/28 by Lesi Chen, Chengchang Liu, Luo Luo +2
    #math.OC