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1. Quasi-Newton Method for Set Optimization Problems with Set-Valued Mapping Given by Finitely Many Vector-Valued Functions
   2024/12/29 by Ghosh, Debdas, Anshika, Yao, Jen-Chih +1 · 2 citations
   #49J53 #90C29 #90C47 #FOS: Mathematics #Optimization and Control (math.OC)
2. Gradient Norm Regularization Second-Order Algorithms for Solving Nonconvex-Strongly Concave Minimax Problems
   2024/11/24 by Wang, Jun-Lin, Xu, Zi · 1 citation
   #90C26 #90C30 #90C47 #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC)
3. Fully First-Order Methods for Decentralized Bilevel Optimization
   2024/10/25 by Xiaoyu Wang, Wang, Xiaoyu, Xuxing Chen +5 · 1 citation
   Computer Science · Mathematics · #90C06 #90C15 #90C47 #Advanced Optimization Algorithms Research #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Matrix Theory and Algorithms #Optimization and Control (math.OC) #Optimization and Variational Analysis
4. Worst-Case Learning under a Multi-fidelity Model
   2024/06/20 by Foucart, Simon, Hengartner, Nicolas · 1 citation
   #65D15 #68Q99 #90C22 #90C47 #FOS: Mathematics #Numerical Analysis (math.NA)
5. Optimality conditions at infinity for nonsmooth minimax programming
   2024/05/16 by Van Tuyen, Nguyen, Bae, Kwan Deok, Kim, Do Sang · 1 citation
   #49J52 #49K35 #90C29 #90C47 #FOS: Mathematics #Optimization and Control (math.OC)
6. Two trust region type algorithms for solving nonconvex-strongly concave minimax problems
   2024/02/15 by Yao, Tongliang, Xu, Zi · 1 citation
   #90C26 #90C30 #90C47 #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC)
7. Adaptive proximal gradient methods are universal without approximation
   2024/02/09 by Konstantinos A. Oikonomidis, Oikonomidis, Konstantinos A., Emanuel Laude +7 · 5 citations
   Engineering · Mathematics · #65K05 #90C06 #90C25 #90C30 #90C47 #Advanced Optimization Algorithms Research #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Radiative Heat Transfer Studies #Statistical and numerical algorithms
8. Markov chain entropy games and the geometry of their Nash equilibria
   2023/10/06 by Michael C. H. Choi, Choi, Michael C. H., Geoffrey Wolfer +1 · 1 citation
   Decision Sciences · #49J35 #60J27 #60J28 #62B10 #62C20 #90C47 #91A05 #91A68 #94A17 #94A29 #Computation (stat.CO) #FOS: Computer and information sciences #FOS: Mathematics #Game Theory and Applications #Information Theory (cs.IT) #Optimization and Control (math.OC) #Probability (math.PR)
9. Sensitivity analysis of the maximal value function with applications in nonconvex minimax programs
   2023/03/02 by Guo, L., Ye, J. J., Zhang, J. · 1 citation
   #90C30 #90C31 #90C47 #FOS: Mathematics #Optimization and Control (math.OC)
10. Adaptive proximal algorithms for convex optimization under local Lipschitz continuity of the gradient
    2023/01/11 by Puya Latafat, Latafat, Puya, Andreas Themelis +5 · 14 citations
    Computer Science · Engineering · #65K05 #90C06 #90C25 #90C30 #90C47 #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Optimization and Variational Analysis #Photoacoustic and Ultrasonic Imaging #Sparse and Compressive Sensing Techniques
11. First-order penalty methods for bilevel optimization
    2023/01/04 by Lu, Zhaosong, Mei, Sanyou · 15 citations
    #65K05 #90C26 #90C30 #90C47 #90C99 #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Numerical Analysis (math.NA) #Optimization and Control (math.OC)
12. A first-order augmented Lagrangian method for constrained minimax optimization
    2023/01/05 by Zhaosong Lu, Sanyou Mei, Lu, Zhaosong +1 · 3 citations
    Computer Science · Mathematics · #65K05 #90C26 #90C30 #90C47 #90C99 #Advanced Optimization Algorithms Research #Complexity and Algorithms in Graphs #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Numerical Analysis (math.NA) #Optimization and Control (math.OC) #Optimization and Search Problems
13. Large-Scale Minimization of the Pseudospectral Abscissa
    2022/08/16 by Aliyev, Nicat, Mengi, Emre · 1 citation
    #65F15 #90C26 #90C47 #93C05 #93D09 #FOS: Mathematics #Numerical Analysis (math.NA) #Optimization and Control (math.OC)
14. Riemannian stochastic approximation algorithms
    2022/06/14 by Mohammad Reza Karimi, Karimi, Mohammad Reza, Ya‐Ping Hsieh +5 · 2 citations
    Computer Science · Mathematics · Physics and Astronomy · #37N40 #90C47 #90C48 #Dynamical Systems (math.DS) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Markov Chains and Monte Carlo Methods #Optimization and Control (math.OC) #Primary 62L20 #Statistical Mechanics and Entropy #Stochastic Gradient Optimization Techniques #secondary 90C15
15. Generalized Optimistic Methods for Convex-Concave Saddle Point Problems
    2022/02/19 by Jiang, Ruichen, Mokhtari, Aryan · 4 citations
    #90C25 #90C33 #90C47 #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC)
16. A homeomorphism theorem for sums of translates
    2021/12/21 by Farkas, Bálint, Nagy, Béla, Révész, Szilárd Gy. · 2 citations
    #41A50 #41A52 #42A15 #90C47 #Classical Analysis and ODEs (math.CA) #FOS: Mathematics
17. New First-Order Algorithms for Stochastic Variational Inequalities
    2021/07/18 by Huang, Kevin, Zhang, Shuzhong · 1 citation
    #65K15 #90C15 #90C33 #90C47 #90C56 #FOS: Mathematics #Optimization and Control (math.OC)
18. Fast Extra Gradient Methods for Smooth Structured Nonconvex-Nonconcave\n Minimax Problems
    2021/06/04 by Sucheol Lee, Lee, Sucheol, Donghwan Kim +1 · 6 citations
    Computer Science · Engineering · #90C47 #FOS: Mathematics #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques #Topological and Geometric Data Analysis
19. A data-driven approach to beating SAA out-of-sample
    2021/05/26 by Gotoh, Jun-ya, Kim, Michael Jong, Lim, Andrew E. B. · 1 citation
    #62G35 #62K25 #90B50 #90C17 #90C31 #90C47 #93B35 #Econometrics (econ.EM) #FOS: Computer and information sciences #FOS: Economics and business #FOS: Electrical engineering #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC) #Systems and Control (eess.SY) #electronic engineering #information engineering
20. Convex optimization for finite horizon robust covariance control of linear stochastic systems
    2020/06/30 by Kotsalis, Georgios, Lan, Guanghui, Nemirovski, Arkadi · 1 citation
    #49K30 #49M29 #90C22 #90C47 #FOS: Mathematics #Optimization and Control (math.OC)
21. Distributionally Robust Partially Observable Markov Decision Process with Moment-based Ambiguity
    2019/06/14 by Hideaki Nakao, Ruiwei Jiang, Nakao, Hideaki +3 · 2 citations
    Computer Science · Decision Sciences · #90C39 #90C40 #90C47 #93E20 #Bayesian Modeling and Causal Inference #FOS: Mathematics #Optimization and Control (math.OC) #Reinforcement Learning in Robotics #Risk and Portfolio Optimization
22. Scenario approach for minmax optimization with emphasis on the nonconvex case: positive results and caveats
    2019/06/04 by K, Mishal Assif P, Chatterjee, Debasish, Banavar, Ravi · 1 citation
    #90C26 #90C47 #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Mathematics #Machine Learning (stat.ML) #Optimization and Control (math.OC) #Probability (math.PR) #Systems and Control (eess.SY) #electronic engineering #information engineering
23. The smallest eigenvalues of Hamming graphs, Johnson graphs and other distance-regular graphs with classical parameters
    2017/09/26 by Brouwer, Andries E., Cioabă, Sebastian M., Ihringer, Ferdinand +1 · 4 citations
    #05C50 #05E30 #33C47 #33D45 #68R10 #90C47 #Combinatorics (math.CO) #Discrete Mathematics (cs.DM) #FOS: Computer and information sciences #FOS: Mathematics
24. Mathematical Programming formulations for the efficient solution of the k-sum approval voting problem
    2017/07/28 by Ponce, Diego, Puerto, Justo, Ricca, Federica +1 · 1 citation
    #90B99 #90C11 #90C47 #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #FOS: Mathematics #Optimization and Control (math.OC)
25. Rationally inattentive control of Markov processes
    2015/02/12 by Shafieepoorfard, Ehsan, Raginsky, Maxim, Meyn, Sean P. · 1 citation
    #90C40 #90C47 #94A34 #FOS: Computer and information sciences #FOS: Mathematics #Information Theory (cs.IT) #Optimization and Control (math.OC)
26. The Logarithmic Spiral Conjecture
    2005/01/10 by Steven R. Finch, Finch, Steven R. · 2 citations
    Computer Science · Engineering · #49Nxx #51M16 #52A40 #60D05 #90C47 #FOS: Mathematics #Metric Geometry (math.MG) #Optimization and Control (math.OC) #Optimization and Packing Problems #Optimization and Search Problems #semigroups and automata theory
27. Searching for a Shoreline
    2005/01/09 by Finch, Steven R., Zhu, Li-Yan · 2 citations
    #49Nxx #51M16 #52A40 #60D05 #90C47 #FOS: Mathematics #Metric Geometry (math.MG) #Optimization and Control (math.OC)