1. A lasso-alternative to Dijkstra's algorithm for identifying short paths in networks
   2025/11/27 by Dong, Anqi, Taghvaei, Amirhossein, Georgiou, Tryphon T. · 1 citation
   #05C38 #05C50 #05C85 #62J07 #90C25 #Distributed #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Mathematics #Image and Video Processing (eess.IV) #Optimization and Control (math.OC) #Parallel #Social and Information Networks (cs.SI) #and Cluster Computing (cs.DC) #electronic engineering #information engineering
2. Efficient optimization-based invariant-domain-preserving limiters in solving gas dynamics equations
   2025/10/24 by Liu, Chen, Milesis, Dionysis, Shu, Chi-Wang +1 · 2 citations
   #65K05 #65K10 #65M60 #90C25 #FOS: Mathematics #Numerical Analysis (math.NA)
3. Nesterov acceleration for strongly convex-strongly concave bilinear saddle point problems: discrete and continuous-time approaches
   2025/09/10 by He, Xin, Fang, Ya-Ping · 1 citation
   #34D05 #37N40 #49M27 #90C25 #FOS: Mathematics #Optimization and Control (math.OC)
4. A fast algorithm for solving the lasso problem exactly without homotopy using differential inclusions
   2025/07/08 by Gabriel P. Langlois, Langlois, Gabriel P., Jérôme Darbon +1 · 1 citation
   Computer Science · Engineering · Mathematics · #34A60 #37N40 #46N10 #62J07 #65K05 #90C25 #FOS: Computer and information sciences #FOS: Mathematics #Functional Analysis (math.FA) #G.1.6 #I.5.4 #Machine Learning (cs.LG) #Numerical methods in inverse problems #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
5. HPR-QP: A dual Halpern Peaceman-Rachford method for solving large-scale convex composite quadratic programming
   2025/07/03 by Chen, Kaihuang, Sun, Defeng, Yuan, Yancheng +2 · 2 citations
   #65Y20 #90C06 #90C20 #90C25 #FOS: Mathematics #Optimization and Control (math.OC)
6. Accelerating Diagonal Methods for Bilevel Optimization: Unified Convergence via Continuous-Time Dynamics
   2025/05/20 by Boţ, Radu Ioan, Chenchene, Enis, Csetnek, Ernö Robert +1 · 7 citations
   #37L05 #46N10 #65K05 #65K10 #90C25 #90C99 #91A65 #FOS: Mathematics #Optimization and Control (math.OC)
7. Recovering Nesterov accelerated dynamics from Heavy Ball dynamics via time rescaling
   2025/04/22 by Attouch, Hedy, Bot, Radu Ioan, Hulett, David Alexander +1 · 3 citations
   #37N40 #47H05 #47J20 #90C25 #FOS: Mathematics #Optimization and Control (math.OC)
8. On the Wasserstein alignment problem
   2025/03/10 by Pal, Soumik, Sen, Bodhisattva, Wong, Ting-Kam Leonard · 2 citations
   #49Q22 #90C05 (Secondary) #90C25 #90C46 (Primary) #FOS: Mathematics #Optimization and Control (math.OC) #Probability (math.PR)
9. Computational complexity of sum-of-squares bounds for copositive programs
   2025/01/07 by Palomba, Marilena, Slot, Lucas, Vargas, Luis Felipe +1 · 2 citations
   #90C22 #90C23 #90C25 #90C27 #90C51 #90C60 #Computational Complexity (cs.CC) #FOS: Computer and information sciences #FOS: Mathematics #Optimization and Control (math.OC)
10. Stochastic interior-point methods for smooth conic optimization with applications
    2024/12/17 by He, Chuan, Deng, Zhanwang · 1 citation
    #90C25 #90C30 #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC)
11. A semiconcavity approach to stability of entropic plans and exponential convergence of Sinkhorn's algorithm
    2024/12/12 by Alberto Chiarini, Giovanni Conforti, Chiarini, Alberto +5 · 2 citations
    Computer Science · Mathematics · #49Q22 #60E15 #68Q87 #68W40 #90C25 #Advanced Optimization Algorithms Research #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (stat.ML) #Mathematical Biology Tumor Growth #Optimization and Control (math.OC) #Optimization and Variational Analysis #Probability (math.PR)
12. Relaxed and Inertial Nonlinear Forward-Backward with Momentum
    2024/12/03 by Roldán, Fernando, Vega, Cristian · 1 citation
    #47H05 #65K05 #65K15 #90C25 #FOS: Mathematics #Optimization and Control (math.OC)
13. Inertial dynamics with vanishing Tikhonov regularization for multiobjective optimization
    2024/11/27 by Bot, Radu Ioan, Sonntag, Konstantin · 3 citations
    #34E10 #34G20 #37L05 #65J20 #65K10 #90B50 #90C25 #90C29 #90C30 #91A12 #91B55 #FOS: Mathematics #Optimization and Control (math.OC)
14. Projection onto cones generated by epigraphs of perspective functions
    2024/11/12 by Briceño-Arias, Luis M., Vivar-Vargas, Cristóbal · 1 citation
    #46N10 #47J20 #49J53 #49N15 #90C25 #FOS: Mathematics #Optimization and Control (math.OC)
15. Optimization Algorithm Design via Electric Circuits
    2024/11/04 by Stephen Boyd, Boyd, Stephen P., Tetiana Parshakova +5 · 5 citations
    Computer Science · #37M15 #47H05 #90C25 #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Metaheuristic Optimization Algorithms Research #Optimization and Control (math.OC)
16. Global optimality conditions for sensor placement, with extensions to binary low-rank A-optimal designs
    2024/10/22 by Aarset, Christian · 1 citation
    #35R30 #62F15 #62K05 #65K10 #90C25 #90C26 #FOS: Mathematics #Optimization and Control (math.OC)
17. Performance Estimation for Smooth and Strongly Convex Sets
    2024/10/18 by Luner, Alan, Grimmer, Benjamin · 1 citation
    #65K05 #90C22 #90C25 #FOS: Mathematics #Optimization and Control (math.OC)
18. Fejér* monotonicity in optimization algorithms
    2024/10/10 by Behling, Roger, Bello-Cruz, Yunier, Iusem, Alfredo Noel +2 · 2 citations
    #49M27 #65B99 #65K05 #90C25 #FOS: Mathematics #Optimization and Control (math.OC)
19. Sparsity of Quadratically Regularized Optimal Transport: Scalar Case
    2024/10/04 by Alberto González-Sanz, González-Sanz, Alberto, Marcel Nutz +1 · 4 citations
    Computer Science · Mathematics · #49N05 #49N10 #90C25 #Advanced Mathematical Modeling in Engineering #Contact Mechanics and Variational Inequalities #FOS: Mathematics #Nonlinear Partial Differential Equations #Optimization and Control (math.OC)
20. On the Convergence of FedProx with Extrapolation and Inexact Prox
    2024/10/02 by Li, Hanmin, Richtárik, Peter · 1 citation
    #90C25 #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Mathematics #Optimization and Control (math.OC)
21. Revisiting Extragradient-Type Methods -- Part 1: Generalizations and Sublinear Convergence Rates
    2024/09/25 by Quoc Tran-Dinh, Nghia Nguyen-Trung, Tran-Dinh, Quoc +1 · 1 citation
    Computer Science · Mathematics · #90-08 #90C06 #90C25 #Advanced Optimization Algorithms Research #FOS: Computer and information sciences #FOS: Mathematics #Iterative Methods for Nonlinear Equations #Machine Learning (stat.ML) #Matrix Theory and Algorithms #Optimization and Control (math.OC)
22. Lipschitz stability of least-squares problems regularized by functions with C²-cone reducible conjugates
    2024/09/19 by Cui, Ying, Hoheisel, Tim, Nghia, Tran T. A. +1 · 1 citation
    #49J52 #49J53 #49K40 #90C25 #90C31 #FOS: Mathematics #Optimization and Control (math.OC)
23. Tikhonov regularized inertial primal-dual dynamics for convex-concave bilinear saddle point problems
    2024/09/09 by Sun, Xiangkai, He, Liang, Long, Xian-Jun · 1 citation
    #34D05 #37N40 #46N10 #90C25 #FOS: Mathematics #Optimization and Control (math.OC)
24. A general framework of Riemannian adaptive optimization methods with a convergence analysis
    2024/09/01 by Sakai, Hiroyuki, Iiduka, Hideaki · 1 citation
    #57R25 #65k05 #90C25 #FOS: Mathematics #G.1.6 #Optimization and Control (math.OC)
25. HPR-LP: An implementation of an HPR method for solving linear programming
    2024/08/22 by Chen, Kaihuang, Sun, Defeng, Yuan, Yancheng +2 · 5 citations
    #65Y20 #90C05 #90C06 #90C25 #FOS: Mathematics #Optimization and Control (math.OC)
26. Monotonicity in Quadratically Regularized Linear Programs
    2024/08/15 by Alberto González-Sanz, González-Sanz, Alberto, Marcel Nutz +3 · 2 citations
    Computer Science · Engineering · Mathematics · #49N05 #49N10 #90C25 #Advanced Optimization Algorithms Research #Combinatorics (math.CO) #FOS: Mathematics #Optimization and Control (math.OC) #Optimization and Mathematical Programming #Optimization and Variational Analysis #Probability (math.PR)
27. Quantitative Convergence of Quadratically Regularized Linear Programs
    2024/08/07 by González-Sanz, Alberto, Nutz, Marcel · 1 citation
    #49N05 #49N10 #90C25 #Analysis of PDEs (math.AP) #FOS: Mathematics #Optimization and Control (math.OC) #Probability (math.PR)
28. An SDE Perspective on Stochastic Inertial Gradient Dynamics with Time-Dependent Viscosity and Geometric Damping
    2024/07/05 by Rodrigo Maulen-Soto, Maulen-Soto, Rodrigo, Jalal Fadili +5 · 2 citations
    Economics, Econometrics and Finance · Mathematics · #37N40 #46N10 #49M99 #60G12 #60H10 #65B99 #65K05 #65K10 #90B50 #90C25 #90C53 #FOS: Mathematics #Markov Chains and Monte Carlo Methods #Mathematical Biology Tumor Growth #Optimization and Control (math.OC) #Stochastic processes and financial applications
29. Fast convergence of Frank-Wolfe algorithms on polytopes
    2024/06/26 by Elias Wirth, Wirth, Elias, Javier Peña +3 · 1 citation
    Computer Science · Mathematics · #90C25 #90C52 #Advanced Optimization Algorithms Research #FOS: Mathematics #Matrix Theory and Algorithms #Optimization and Control (math.OC) #Stochastic Gradient Optimization Techniques
30. Sampling Strategies in Bayesian Inversion: A Study of RTO and Langevin Methods
    2024/06/24 by Rémi Laumont, Yiqiu Dong, Laumont, Remi +3 · 1 citation
    Computer Science · Engineering · #62C10 #62F15 #65C05 #65D18 #65K05 #65K10 #68Q25 #68U10 #90C25 #Blind Source Separation Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Mathematics #Fault Detection and Control Systems #Gaussian Processes and Bayesian Inference #Image and Video Processing (eess.IV) #Statistics Theory (math.ST) #electronic engineering #information engineering

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