1. 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)
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. 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. 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)
7. A low-rank augmented Lagrangian method for doubly nonnegative relaxations of mixed-binary quadratic programs
   2025/02/19 by Di Hou, Tianyun Tang, Hou, Di +3 · 5 citations
   Computer Science · Mathematics · #90C20 #90C22 #90C30 #Advanced Optimization Algorithms Research #FOS: Mathematics #Matrix Theory and Algorithms #Optimization and Control (math.OC) #Optimization and Variational Analysis
8. 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)
9. Linear Convergence of Resolvent Splitting with Minimal Lifting and its Application to a Primal-Dual Algorithm
   2024/12/17 by Simi, Farhana A., Tam, Matthew K. · 1 citation
   #47H05 #49M27 #65K10 #90C30 #FOS: Mathematics #Optimization and Control (math.OC)
10. 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
11. 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)
12. 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)
13. Proximal methods for structured nonsmooth optimization over Riemannian submanifolds
    2024/11/24 by LI Qia, Li, Qia, Na Zhang +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. Scaled Proximal Gradient Methods for Multiobjective Optimization: Improved Linear Convergence and Nesterov's Acceleration
    2024/10/28 by Chen, Jian, Tang, Liping, Yang, Xinmin · 1 citation
    #90C29 #90C30 #FOS: Mathematics #Optimization and Control (math.OC)
15. Analyzing the speed of convergence in nonsmooth optimization via the Goldstein subdifferential with application to descent methods
    2024/10/02 by Gebken, Bennet · 1 citation
    #49J52 #90C30 #90C56 #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. Riemannian Federated Learning via Averaging Gradient Streams
    2024/09/11 by Zhenwei Huang, Wen Huang, Huang, Zhenwei +5 · 1 citation
    Computer Science · #68W15 #90C30 #90C48 #Advanced Statistical Modeling Techniques #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
19. 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)
20. S2MPJ and CUTEst optimization problems for Matlab, Python and Julia
    2024/07/10 by Gratton, Serge, Philippe L. Toint, 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)
21. 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)
22. 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)
23. 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)
24. Duality-based single-level reformulations of bilevel optimization problems
    2024/05/13 by Dempe, Stephan, Mehlitz, Patrick · 2 citations
    #90C30 #90C33 #90C46 #FOS: Mathematics #Optimization and Control (math.OC)
25. 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)
26. Second-order Information Promotes Mini-Batch Robustness in Variance-Reduced Gradients
    2024/04/23 by Sachin Garg, Albert S. Berahas, Garg, Sachin +3 · 2 citations
    Computer Science · Engineering · #65K05 #90C06 #90C30 #Advanced Memory and Neural Computing #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and ELM #Neural Networks and Reservoir Computing #Optimization and Control (math.OC)
27. Federated Learning on Riemannian Manifolds with Differential Privacy
    2024/04/15 by Zhenwei Huang, Wen Huang, Huang, Zhenwei +5 · 1 citation
    Computer Science · Mathematics · #68P27 #68W15 #90C30 #90C48 #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #advanced mathematical theories
28. A Proximal-Gradient Method for Constrained Optimization
    2024/04/11 by Dai, Yutong, Qu, Xiaoyi, Robinson, Daniel P. · 1 citation
    #49M37 #65K05 #65K10 #65Y20 #68Q25 #90C30 #90C60 #FOS: Mathematics #Optimization and Control (math.OC)
29. Oracle complexities of augmented Lagrangian methods for nonsmooth manifold optimization
    2024/04/08 by Kangkang Deng, Jiang Hu, Deng, Kangkang +3 · 3 citations
    Engineering · #65K05 #65K10 #90C06 #90C26 #90C30 #90C60 #Advanced Numerical Analysis Techniques #FOS: Mathematics #Optimization and Control (math.OC)
30. An Inexact Regularized Proximal Newton Method without Line Search
    2024/04/03 by Dahl, Simeon vom, Kanzow, Christian · 1 citation
    #49M15 #65K10 #90C26 #90C30 #90C55 #FOS: Mathematics #Optimization and Control (math.OC)

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