1. Local Convergence of Adaptively Regularized Tensor Methods
   2025/10/29 by Welzel, Karl, Liu, Yang, Hauser, Raphael A. +1 · 1 citation
   #65K05 #90C26 #FOS: Mathematics #Optimization and Control (math.OC)
2. Zeroth-order gradient estimators for stochastic problems with decision-dependent distributions
   2025/10/28 by Hikima, Yuya, Takeda, Akiko · 1 citation
   #65K05 #90C15 #90C30 #FOS: Mathematics #G.1.6 #G.3 #Optimization and Control (math.OC)
3. 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)
4. AS-BOX: Additional Sampling Method for Weighted Sum Problems with Box Constraints
   2025/08/30 by Krejić, Nataša, Jerinkić, Nataša Krklec, Ostojić, Tijana +1 · 1 citation
   #65K05 #90C15 #90C26 #90C30 #FOS: Mathematics #Numerical Analysis (math.NA) #Optimization and Control (math.OC)
5. ASPEN: An Additional Sampling Penalty Method for Finite-Sum Optimization Problems with Nonlinear Equality Constraints
   2025/08/04 by Krejić, Nataša, Jerinkić, Nataša Krklec, Ostojić, Tijana +1 · 2 citations
   #65K05 #65K10 #90C15 #90C30 #FOS: Mathematics #Numerical Analysis (math.NA) #Optimization and Control (math.OC)
6. 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
7. Optimization Strategies for Variational Quantum Algorithms in Noisy Landscapes
   2025/06/02 by Novák, Vojtěch, Ivan Zelinka, Zelinka, Ivan +2 · 4 citations
   Computer Science · #65K05 #65K10 #68Q12 #90C59 #F.1.2 #F.2.1 #FOS: Computer and information sciences #FOS: Physical sciences #G.1.6 #I.2.8 #Neural and Evolutionary Computing (cs.NE) #Quantum Computing Algorithms and Architecture #Quantum Physics (quant-ph)
8. 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)
9. Fast Stochastic Second-Order Adagrad for Nonconvex Bound-Constrained Optimization
   2025/05/09 by Bellavia, S., Gratton, S., Morini, B. +1 · 1 citation
   #49M37 #65K05 #68Q17 #68W40 #90C30 #F.2.1 #FOS: Mathematics #G.1.6 #I.1.2 #Optimization and Control (math.OC)
10. IPAS: An Adaptive Sample Size Method for Weighted Finite Sum Problems with Linear Equality Constraints
    2025/04/28 by Krejić, Nataša, Jerinkić, Nataša Krklec, Rapajić, Sanja +1 · 3 citations
    #62L20 #65K05 #90C15 #FOS: Mathematics #G.1.6 #Optimization and Control (math.OC)
11. A Single-loop Proximal Subgradient Algorithm for A Class Structured Fractional Programs
    2025/03/15 by Han, Deren, Tao, Min, Xia, Zihao · 2 citations
    #49M27 #65K05 #90C26 #90C32 #FOS: Mathematics #Optimization and Control (math.OC)
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. Proximal methods for structured nonsmooth optimization over Riemannian submanifolds
    2024/11/24 by LI Qia, Na Zhang, Li, Qia +3 · 2 citations
    Engineering · Mathematics · #65K05 #90C26 #90C30 #Advanced Numerical Analysis Techniques #FOS: Mathematics #Iterative Methods for Nonlinear Equations #Optimization and Control (math.OC) #Statistical and numerical algorithms
14. 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)
15. 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)
16. Inexact Riemannian Gradient Descent Method for Nonconvex Optimization
    2024/09/17 by Zhou, Juan, Deng, Kangkang, Wang, Hongxia +1 · 1 citation
    #65K05 #65K10 #90C05 #90C26 #90C30 #FOS: Mathematics #Optimization and Control (math.OC)
17. Variance-reduced first-order methods for deterministically constrained stochastic nonconvex optimization with strong convergence guarantees
    2024/09/16 by Lu, Zhaosong, Mei, Sanyou, Xiao, Yifeng · 5 citations
    #65K05 #90C15 #90C26 #90C30 #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Numerical Analysis (math.NA) #Optimization and Control (math.OC)
18. A proximal splitting algorithm for generalized DC programming with applications in signal recovery
    2024/09/03 by Tan Nhat Pham, Minh N. Dao, Pham, Tan Nhat +5 · 1 citation
    Computer Science · Engineering · #49M27 #65K05 #90C26 #Advanced Wireless Communication Techniques #Blind Source Separation Techniques #FOS: Mathematics #Optimization and Control (math.OC)
19. Optimal Design of Resolvent Splitting Algorithms
    2024/07/23 by Bassett, Robert L, Barkley, Peter · 1 citation
    #49M37 #65K05 #FOS: Mathematics #Optimization and Control (math.OC)
20. Inertial Methods with Viscous and Hessian driven Damping for Non-Convex Optimization
    2024/07/17 by Maulen-Soto, Rodrigo, Fadili, Jalal, Ochs, Peter · 1 citation
    #37N40 #46N10 #49M15 #65B99 #65K05 #65K10 #90B50 #90C26 #90C53 #FOS: Mathematics #Optimization and Control (math.OC)
21. A Stochastic Objective-Function-Free Adaptive Regularization Method with Optimal Complexity
    2024/07/10 by Gratton, Serge, Jerad, Sadok, Toint, Philippe L. · 2 citations
    #49M37 #65K05 #68Q17 #68W40 #90C30 #F.2.1 #FOS: Mathematics #G.1.6 #I.1.2 #Optimization and Control (math.OC)
22. S2MPJ and CUTEst optimization problems for Matlab, Python and Julia
    2024/07/10 by Philippe L. Toint, Gratton, Serge, Toint, Philippe L. · 5 citations
    Computer Science · #49N99 #65K05 #65Y20 #68N99 #90C30 #Computational Physics and Python Applications #FOS: Computer and information sciences #FOS: Mathematics #G.1.6 #Optimization and Control (math.OC) #Parallel Computing and Optimization Techniques #Performance (cs.PF)
23. An SDE Perspective on Stochastic Inertial Gradient Dynamics with Time-Dependent Viscosity and Geometric Damping
    2024/07/05 by Rodrigo Maulen-Soto, Jalal Fadili, Maulen-Soto, Rodrigo +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
24. Convergence of Descent Optimization Algorithms under Polyak-Łojasiewicz-Kurdyka Conditions
    2024/06/30 by G. C. Bento, Boris S. Mordukhovich, Bento, G. C. +5 · 7 citations
    Mathematics · #47N10 #65K05 #65K10 #90C26 #Advanced Optimization Algorithms Research #Approximation Theory and Sequence Spaces #FOS: Mathematics #Iterative Methods for Nonlinear Equations #Optimization and Control (math.OC)
25. 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
26. Implementing a unified solver for nonlinearly constrained optimization
    2024/06/19 by Vanaret, Charlie, Leyffer, Sven · 1 citation
    #49M15 #65K05 #90C30 #90C51 #90C55 #FOS: Mathematics #Optimization and Control (math.OC)
27. Improved convergence rates for the multiobjective Frank-Wolfe method
    2024/06/10 by Gonçalves, Douglas S., Gonçalves, Max L. N., Melo, Jefferson G. · 2 citations
    #49M05 #58E17 #65K05 #90C29 #FOS: Mathematics #Optimization and Control (math.OC)
28. Convergence of ZH-type nonmonotone descent method for Kurdyka-Łojasiewicz optimization problems
    2024/06/09 by Qian, Yitian, Tao, Ting, Pan, Shaohua +1 · 2 citations
    #49M27 #65K05 #90C26 #FOS: Mathematics #Optimization and Control (math.OC)
29. On the Convergence of Interior-Point Methods for Bound-Constrained Nonlinear Optimization Problems with Noise
    2024/05/18 by Dezfulian, Shima, Wächter, Andreas · 1 citation
    #49M37 #65K05 #90C30 #90C51 #90C53 #FOS: Mathematics #Optimization and Control (math.OC)
30. Convergence analysis of the transformed gradient projection algorithms on compact matrix manifolds
    2024/04/30 by Wentao Ding, Jianze Li, Ding, Wentao +3 · 1 citation
    Engineering · #15A23 #3D Shape Modeling and Analysis #49M37 #65K05 #90C26 #90C30 #Advanced Numerical Analysis Techniques #FOS: Mathematics #Numerical Analysis (math.NA) #Optimization and Control (math.OC)

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