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Yinyu Ye

  1. Semidefinite Relaxation of Quadratic Optimization Problems
    2010/04/23 by Zhi-quan Luo, Zhi‐Quan Luo, Wing-kin Ma +5 · 69 citations
    Engineering · Mathematics · #Sparse and Compressive Sensing Techniques #Indoor and Outdoor Localization Technologies #Advanced Optimization Algorithms Research
  2. The direct extension of ADMM for multi-block convex minimization problems is not necessarily convergent
    2014/10/16 by Caihua Chen, Bingsheng He, Yinyu Ye +1 · 45 citations
    Engineering · Computer Science · #Sparse and Compressive Sensing Techniques #Direction-of-Arrival Estimation Techniques #Structural Health Monitoring Techniques
  3. Adam-mini: Use Fewer Learning Rates To Gain More
    2024/06/24 by Yushun Zhang, Congliang Chen, Zhang, Yushun +14 · 22 citations
    Computer Science · Engineering · #Advanced Adaptive Filtering Techniques #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Music and Audio Processing
  4. Statistical ranking and combinatorial Hodge theory
    2008/11/07 by Xiaoye Jiang, Jiang, Xiaoye, Lek‐Heng Lim +5 · 5 citations
    Economics, Econometrics and Finance · Computer Science · #Game Theory and Voting Systems #Data Management and Algorithms #Topological and Geometric Data Analysis
  5. Variance Reduced Value Iteration and Faster Algorithms for Solving Markov Decision Processes
    2017/10/27 by Aaron Sidford, Mengdi Wang, Sidford, Aaron +5 · 6 citations
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning and Algorithms #Optimization and Control (math.OC) #Reinforcement Learning in Robotics
  6. Worst-case iteration bounds for log barrier methods on problems with nonconvex constraints
    2018/07/01 by Oliver Hinder, Hinder, Oliver, Yinyu Ye +1 · 4 citations
    Mathematics · Engineering · Computer Science · #Advanced Optimization Algorithms Research #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
  7. Managing Randomization in the Multi-Block Alternating Direction Method of Multipliers for Quadratic Optimization
    2019/03/05 by Krešimir Mihić, Mihic, Kresimir, Mingxi Zhu +3 · 3 citations
    Engineering · #Advanced MIMO Systems Optimization #Antenna Design and Optimization #FOS: Mathematics #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques
  8. The simplex method is strongly polynomial for deterministic Markov decision processes
    2012/08/25 by Ian Post, Post, Ian, Yinyu Ye +1 · 2 citations
    Business, Management and Accounting · Economics, Econometrics and Finance · Mathematics · #Advanced Causal Inference Techniques #Data Structures and Algorithms (cs.DS) #Economic Policies and Impacts #FOS: Computer and information sciences #Supply Chain and Inventory Management
  9. On affine motions and bar frameworks in general position
    2010/09/17 by Abdo Y. Alfakih, Alfakih, A. Y., Yinyu Ye +1 · 2 citations
    Engineering · #Structural Analysis and Optimization #Advanced Materials and Mechanics #Dielectric materials and actuators
  10. Exact Semidefinite Formulations for a Class of (Random and Non-Random) Nonconvex Quadratic Programs
    2018/02/08 by Samuel Burer, Yinyu Ye, Burer, Samuel +1 · 2 citations
    Computer Science · Mathematics · #Advanced Optimization Algorithms Research #Complexity and Algorithms in Graphs #FOS: Mathematics #Machine Learning and Algorithms #Optimization and Control (math.OC)
  11. Complexity of Unconstrained L2-Lp Minimization
    2011/05/03 by Xiaojun Chen, Dongdong Ge, Chen, Xiaojun +5 · 2 citations
    Engineering · Computer Science · Mathematics · #Sparse and Compressive Sensing Techniques #Machine Learning and Algorithms #Advanced Optimization Algorithms Research
  12. Robustifying Conditional Portfolio Decisions via Optimal Transport
    2021/03/30 by Viet Anh Nguyen, Fan Zhang, Nguyen, Viet Anh +8 · 3 citations
    Decision Sciences · Economics, Econometrics and Finance · #FOS: Computer and information sciences #FOS: Economics and business #FOS: Mathematics #Machine Learning (stat.ML) #Market Dynamics and Volatility #Monetary Policy and Economic Impact #Optimization and Control (math.OC) #Portfolio Management (q-fin.PM) #Risk and Portfolio Optimization
  13. Gradient Methods with Online Scaling
    2024/11/04 by Wenzhi Gao, Ya-Chi Chu, Gao, Wenzhi +5 · 7 citations
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Stochastic Gradient Optimization Techniques
  14. Online Linear Programming: Dual Convergence, New Algorithms, and Regret Bounds
    2019/09/12 by Xiaocheng Li, Li, Xiaocheng, Yinyu Ye +1 · 4 citations
    Computer Science · Decision Sciences · #Optimization and Search Problems #Advanced Bandit Algorithms Research #Auction Theory and Applications
  15. On Adaptive-Step Primal-Dual Interior-Point Algorithms for Linear Programming
    1993/11/01 by Shinji Mizuno, Michael J. Todd, Yinyu Ye · 1 citation
  16. From an Interior Point to a Corner Point: Smart Crossover
    2021/02/18 by Dongdong Ge, Ge, Dongdong, Chengwenjian Wang +5 · 2 citations
    Business, Management and Accounting · Computer Science · Engineering · #90C05 #Advanced Multi-Objective Optimization Algorithms #FOS: Mathematics #Facility Location and Emergency Management #Optimization and Control (math.OC) #Vehicle Routing Optimization Methods
  17. A homogeneous second-order descent method for nonconvex optimization
    2022/11/15 by Chuwen Zhang, Dongdong Ge, Zhang, Chuwen +11 · 4 citations
    Computer Science · Mathematics · #Matrix Theory and Algorithms #Advanced Optimization Algorithms Research #Iterative Methods for Nonlinear Equations
  18. cuPDLP-C: A Strengthened Implementation of cuPDLP for Linear Programming by C language
    2023/12/22 by Haihao Lu, Lu, Haihao, Jinwen Yang +15 · 3 citations
    Computer Science · Engineering · Mathematics · #Advanced Optimization Algorithms Research #FOS: Mathematics #Optimization and Control (math.OC) #Optimization and Search Problems #Vehicle Routing Optimization Methods
  19. Solver-Informed RL: Grounding Large Language Models for Authentic Optimization Modeling
    2025/05/17 by Jingfan Xia, Chen, Yitian, Xia, Jingfan +6 · 8 citations
    Computer Science · #Multimodal Machine Learning Applications #Topic Modeling #Explainable Artificial Intelligence (XAI)
  20. Scalable Approximate Optimal Diagonal Preconditioning
    2023/12/25 by Wenzhi Gao, Gao, Wenzhi, Zhaonan Qu +5 · 3 citations
    Computer Science · Physics and Astronomy · Engineering · #Matrix Theory and Algorithms #Electromagnetic Scattering and Analysis #Sparse and Compressive Sensing Techniques
  21. Trust Region Methods For Nonconvex Stochastic Optimization Beyond Lipschitz Smoothness
    2023/10/26 by Chenghan Xie, Chenxi Li, Xie, Chenghan +9 · 2 citations
    Computer Science · Engineering · #FOS: Mathematics #Machine Learning and ELM #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
  22. Solving Discounted Stochastic Two-Player Games with Near-Optimal Time and Sample Complexity
    2019/08/29 by Aaron Sidford, Sidford, Aaron, Mengdi Wang +5 · 1 citation
    Computer Science · Decision Sciences · #Adversarial Robustness in Machine Learning #Auction Theory and Applications #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics
  23. Computationally Efficient Estimation of Large Probit Models
    2024/07/12 by Patrick Ding, Guido W. Imbens, Ding, Patrick +5 · 2 citations
    Computer Science · Engineering · #Computation (stat.CO) #Econometrics (econ.EM) #FOS: Computer and information sciences #FOS: Economics and business #Fault Detection and Control Systems #Methodology (stat.ME) #Target Tracking and Data Fusion in Sensor Networks
  24. Extended ADMM and BCD for Nonseparable Convex Minimization Models with Quadratic Coupling Terms: Convergence Analysis and Insights
    2015/08/02 by Caihua Chen, Min Li, Chen, Caihua +5 · 1 citation
    Computer Science · Engineering · Mathematics · #65K05 #90C26 #Advanced Optimization Algorithms Research #FOS: Mathematics #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
  25. Beyond Nonconvexity: A Universal Trust-Region Method with New Analyses
    2023/11/20 by Yuntian Jiang, Jiang, Yuntian, Chang He +9 · 3 citations
    Engineering · Mathematics · Computer Science · #Sparse and Compressive Sensing Techniques #Advanced Optimization Algorithms Research #Stochastic Gradient Optimization Techniques
  26. Stochastic Online Fisher Markets: Static Pricing Limits and Adaptive Enhancements
    2022/04/27 by Devansh Jalota, Jalota, Devansh, Yinyu Ye +1 · 1 citation
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences #FOS: Economics and business #FOS: Mathematics #Game Theory and Applications #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Optimization and Search Problems #Theoretical Economics (econ.TH)
  27. Restarted Primal-Dual Hybrid Conjugate Gradient Method for Large-Scale Quadratic Programming
    2024/05/25 by Yicheng Huang, Wanyu Zhang, Huang, Yicheng +9 · 1 citation
    Computer Science · Engineering · Mathematics · #Advanced Optimization Algorithms Research #FOS: Mathematics #Matrix Theory and Algorithms #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques
  28. Data-driven Mixed Integer Optimization through Probabilistic Multi-variable Branching
    2023/05/21 by Yanguang Chen, Wenzhi Gao, Chen, Yanguang +7 · 1 citation
    Computer Science · #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning and Algorithms #Machine Learning and Data Classification #Metaheuristic Optimization Algorithms Research #Optimization and Control (math.OC)
  29. Gradient Methods with Online Scaling Part I. Theoretical Foundations
    2025/05/29 by Wenzhi Gao, Ya-Chi Chu, Gao, Wenzhi +5 · 3 citations
    Computer Science · Decision Sciences · Mathematics · #Advanced Bandit Algorithms Research #Advanced Optimization Algorithms Research #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC) #Stochastic Gradient Optimization Techniques
  30. Provable and Practical Online Learning Rate Adaptation with Hypergradient Descent
    2025/02/16 by Ya-Chi Chu, Chu, Ya-Chi, Wenzhi Gao +5 · 2 citations
    Computer Science · Engineering · #Online Learning and Analytics #Analog and Mixed-Signal Circuit Design
  31. Gradient Methods with Online Scaling Part II. Practical Aspects
    2025/09/13 by Ya-Chi Chu, Chu, Ya-Chi, Wenzhi Gao +5 · 3 citations
    Engineering · Computer Science · #Robotic Mechanisms and Dynamics #Augmented Reality Applications #Teaching and Learning Programming
  32. A Curvature-Aware Rank-Adaptive Distributed Augmented-Lagrangian Solver for Large-Scale SDPs
    2026/07/20 by Hongpei Li, Huikang Liu, Dongdong Ge +1
    #math.OC #cs.DC