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. Characterizations of Strongly Quasiconvex Functions
   2025/09/25 by Hadjisavvas, Nicolas, Lara, Felipe · 2 citations
   #90C26 #90C30 #FOS: Mathematics #Optimization and Control (math.OC)
3. Extending Linear Convergence of the Proximal Point Algorithm: The Quasar-Convex Case
   2025/09/04 by de Brito, José, Lara, Felipe, Liu, Di · 3 citations
   #90C26 #90C30 #FOS: Mathematics #Optimization and Control (math.OC)
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. Moments, Time-Inversion and Source Identification for the Heat Equation
   2025/07/03 by Liu, Kang, Zuazua, Enrique · 3 citations
   #68T07 #68T09 #90C06 #90C26 #Analysis of PDEs (math.AP) #FOS: Mathematics #Numerical Analysis (math.NA) #Optimization and Control (math.OC)
6. The global convergence time of stochastic gradient descent in non-convex landscapes: Sharp estimates via large deviations
   2025/03/20 by Azizian, Waïss, Iutzeler, Franck, Malick, Jérôme +1 · 2 citations
   #60F10 #68Q32 #90C26 #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Primary 90C15 #secondary 90C30
7. 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)
8. Euclidean distance degree in manifold optimization
   2025/02/14 by Zehua Lai, Lai, Zehua, Lek‐Heng Lim +3 · 1 citation
   Engineering · #14M15 #15A24 #58C05 #58K05 #90C26 #Advanced Measurement and Metrology Techniques #Advanced Numerical Analysis Techniques #Algebraic Geometry (math.AG) #Differential Geometry (math.DG) #FOS: Mathematics #Optimization and Control (math.OC)
9. Uniform-in-time weak propagation of chaos for consensus-based optimization
   2025/02/01 by Bayraktar, Erhan, Ekren, Ibrahim, Zhou, Hongyi · 1 citation
   #35Q89 #37N40 #82C31 #90C26 #93D50 #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Probability (math.PR)
10. Extended Triangle Inequalities for Nonconvex Box-Constrained Quadratic Programming
    2025/01/15 by Kurt M. Anstreicher, Anstreicher, Kurt M., Diane Puges +1 · 1 citation
    Computer Science · Engineering · Mathematics · #90C15 #90C20 #90C26 #Advanced Optimization Algorithms Research #FOS: Mathematics #Optimization and Control (math.OC) #Optimization and Packing Problems #Optimization and Variational Analysis
11. Accuracy and Performance Evaluation of Quantum, Classical and Hybrid Solvers for the Max-Cut Problem
    2024/12/10 by Vodeb, Jaka, Eržen, Vid, Hrga, Timotej +1 · 1 citation
    #68Q12 #90C26 #90C27 #90C59 #FOS: Mathematics #FOS: Physical sciences #Optimization and Control (math.OC) #Quantum Physics (quant-ph)
12. Noisy phase retrieval from subgaussian measurements
    2024/12/10 by Peng, Haiyang, Linbin Li, Han, Deren +3 · 1 citation
    Computer Science · Earth and Planetary Sciences · Physics and Astronomy · #90C26 #90C30 #94A12 #Advanced X-ray Imaging Techniques #FOS: Mathematics #Optical measurement and interference techniques #Optimization and Control (math.OC) #Seismic Imaging and Inversion Techniques
13. Decentralized projected Riemannian stochastic recursive momentum method for nonconvex optimization
    2024/12/03 by Kangkang Deng, Deng, Kangkang, Jiang Hu +1 · 1 citation
    Engineering · #3D Shape Modeling and Analysis #90C06 #90C22 #90C26 #90C56 #FOS: Mathematics #Optimization and Control (math.OC)
14. 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)
15. 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
16. Anisotropic Gaussian Smoothing for Gradient-based Optimization
    2024/11/18 by Starnes, Andrew, Zhang, Guannan, Reshniak, Viktor +1 · 1 citation
    #90C26 #FOS: Mathematics #G.1.6 #Optimization and Control (math.OC)
17. Uniform-in-time mean-field limit estimate for the Consensus-Based Optimization
    2024/11/06 by Hui Huang, Hicham Kouhkouh, Huang, Hui +1 · 2 citations
    Computer Science · Decision Sciences · #65C35 #90C26 #90C56 #Advanced Multi-Objective Optimization Algorithms #FOS: Mathematics #Optimization and Control (math.OC) #Probabilistic and Robust Engineering Design #Probability (math.PR)
18. 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)
19. A Barrier Function Approach for Bilevel Optimization with Coupled Lower-Level Constraints: Formulation, Approximation and Algorithms
    2024/10/14 by Jiang, Xiaotian, Li, Jiaxiang, Hong, Mingyi +1 · 1 citation
    #90C26 #FOS: Mathematics #Optimization and Control (math.OC)
20. Kinetic models for optimization: a unified mathematical framework for metaheuristics
    2024/10/14 by Borghi, Giacomo, Herty, Michael, Pareschi, Lorenzo · 1 citation
    #65C05 #65K10 #82B40 #82C31 #90C26 #FOS: Mathematics #Optimization and Control (math.OC)
21. 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)
22. 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)
23. A proximal splitting algorithm for generalized DC programming with applications in signal recovery
    2024/09/03 by Tan Nhat Pham, Pham, Tan Nhat, Minh N. Dao +5 · 1 citation
    Computer Science · Engineering · #49M27 #65K05 #90C26 #Advanced Wireless Communication Techniques #Blind Source Separation Techniques #FOS: Mathematics #Optimization and Control (math.OC)
24. Preconditioned Low-Rank Riemannian Optimization for Symmetric Positive Definite Linear Matrix Equations
    2024/08/29 by Bioli, Ivan, Kressner, Daniel, Robol, Leonardo · 2 citations
    #65F08 #65F45 #65F55 #65K10 #90C26 #FOS: Mathematics #Numerical Analysis (math.NA)
25. 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)
26. A multiscale Consensus-Based algorithm for multi-level optimization
    2024/07/12 by Herty, Michael, Huang, Yuyang, Kalise, Dante +1 · 1 citation
    #49M37 #65C35 #90C26 #90C56 #93C70 #FOS: Mathematics #Optimization and Control (math.OC)
27. Parabolic Approximation & Relaxation for MINLP
    2024/07/08 by Göß, Adrian, Burlacu, Robert, Martin, Alexander · 1 citation
    #90C11 #90C20 #90C26 #90C30 #FOS: Mathematics #Optimization and Control (math.OC)
28. 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)
29. Grassmannian optimization is NP-hard
    2024/06/27 by Zehua Lai, Lek‐Heng Lim, Lai, Zehua +3 · 2 citations
    Engineering · Mathematics · #03D15 #65K10 #68Q25 #90C23 #90C26 #90C60 #Advanced Optimization Algorithms Research #FOS: Mathematics #Numerical Analysis (math.NA) #Optimization and Control (math.OC) #graph theory and CDMA systems
30. Accelerating Ill-conditioned Hankel Matrix Recovery via Structured Newton-like Descent
    2024/06/11 by Cai, HanQin, Huang, Longxiu, Lu, Xiliang +1 · 2 citations
    #15A29 #15A83 #47B35 #90C17 #90C26 #90C53 #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Mathematics #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC) #Signal Processing (eess.SP) #electronic engineering #information engineering

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