1. Generalized Discrepancy of Random Points
   2025/12/09 by Novak, Erich, Pillichshammer, Friedrich · 1 citation
   #11K38 #65C05 #65Y20 #FOS: Mathematics #Number Theory (math.NT) #Numerical Analysis (math.NA) #Probability (math.PR)
2. A Semi-Lagrangian Adaptive Rank (SLAR) Method for High-Dimensional Vlasov Dynamics
   2025/10/28 by Zheng, Nanyi, Sands, William A., Hayes, Daniel +2 · 3 citations
   #35Q83 #65F30 #65M70 #65Y20 #82D10 #Computational Physics (physics.comp-ph) #FOS: Mathematics #FOS: Physical sciences #Numerical Analysis (math.NA) #Plasma Physics (physics.plasm-ph)
3. 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)
4. Analysis of an Idealized Stochastic Polyak Method and its Application to Black-Box Model Distillation
   2025/04/02 by Gower, Robert M., Garrigos, Guillaume, Loizou, Nicolas +3 · 3 citations
   #15B52 #62L20 #65Y20 #68W20 #68W40 #74S60 #90C06 #90C53 #FOS: Computer and information sciences #G.1.6 #Machine Learning (cs.LG)
5. Coordinate complexification for the Helmholtz equation with Dirichlet boundary conditions in a perturbed half-space
   2024/09/11 by Charles L. Epstein, Leslie Greengard, Epstein, Charles L. +7 · 2 citations
   Computer Science · Engineering · Mathematics · #31A10 #65E05 #65Y20 #Advanced Mathematical Modeling in Engineering #Differential Equations and Numerical Methods #Electromagnetic Simulation and Numerical Methods #FOS: Mathematics #Numerical Analysis (math.NA)
6. Recursive sparse LU decomposition based on nested dissection and low rank approximations
   2024/08/26 by Zhu Xuanru, Jun Lai, Xuanru, Zhu +1 · 1 citation
   Computer Science · Engineering · #65F05 (Primary) 65F50 #65F55 (Secondary) #65Y20 #Blind Source Separation Techniques #FOS: Mathematics #Medical Image Segmentation Techniques #Numerical Analysis (math.NA) #Sparse and Compressive Sensing Techniques
7. 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)
8. 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)
9. Optimal sampling for least squares approximation with general dictionaries
   2024/07/10 by Philipp Trunschke, Anthony Nouy, Trunschke, Philipp +1 · 1 citation
   Decision Sciences · Engineering · #15A03 #41A30 #62J02 #65Y20 #68Q25 #Control Systems and Identification #FOS: Mathematics #Flow Measurement and Analysis #Numerical Analysis (math.NA) #Scientific Measurement and Uncertainty Evaluation
10. Lipschitz minimization and the Goldstein modulus
    2024/05/21 by Siyu Kong, Kong, Siyu, Adrian S. Lewis +1 · 1 citation
    Computer Science · Mathematics · #49J52 #65Y20 #90C56 #Approximation Theory and Sequence Spaces #FOS: Mathematics #G.1.6 #Numerical Analysis (math.NA) #Optimization and Control (math.OC) #Optimization and Variational Analysis #Point processes and geometric inequalities
11. An optimal lower bound for smooth convex functions
    2024/04/29 by Florea, Mihai I., Nesterov, Yurii · 2 citations
    #52A41 #65B99 #65Y20 #68Q25 #90C25 #FOS: Mathematics #Optimization and Control (math.OC)
12. High-performance matrix-free unfitted finite element operator evaluation
    2024/04/11 by Bergbauer, Maximilian, Munch, Peter, Wall, Wolfgang A. +1 · 3 citations
    #65N30 #65Y05 #65Y20 #68W10 #FOS: Mathematics #Numerical Analysis (math.NA)
13. Code Generation and Performance Engineering for Matrix-Free Finite Element Methods on Hybrid Tetrahedral Grids
    2024/04/12 by Fabian Böhm, Böhm, Fabian, Daniel Bauer +13 · 2 citations
    Computer Science · Engineering · Physics and Astronomy · #65F10 #65F50 #65N30 #65N55 #65Y20 #Advanced Numerical Methods in Computational Mathematics #Computational Engineering #Electromagnetic Scattering and Analysis #FOS: Computer and information sciences #Finance #Matrix Theory and Algorithms #and Science (cs.CE)
14. 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)
15. Rate-optimal higher-order adaptive conforming FEM for biharmonic eigenvalue problems on polygonal domains
    2024/03/19 by Carstensen, Carsten, Gräßle, Benedikt · 1 citation
    #65N12 #65N30 #65Y20 #FOS: Mathematics #Numerical Analysis (math.NA)
16. Challenges in computing matrix functions
    2024/01/29 by Massimiliano Fasi, Fasi, Massimiliano, Stéphane Gaudreault +5 · 1 citation
    Computer Science · #15-11 #15A16 #65-11 #65F60 #65Y05 #65Y20 #FOS: Mathematics #Matrix Theory and Algorithms #Numerical Analysis (math.NA)
17. Hadamard-Hitchcock decompositions: identifiability and computation
    2023/08/12 by Oneto, Alessandro, Vannieuwenhoven, Nick · 1 citation
    #14M99 #14N07 #15A69 #62E10 #65Y20 #Algebraic Geometry (math.AG) #FOS: Mathematics #Numerical Analysis (math.NA) #Statistics Theory (math.ST)
18. Discrete weak duality of hybrid high-order methods for convex minimization problems
    2023/08/06 by Tran, Ngoc Tien · 1 citation
    #65N12 #65N30 #65Y20 #FOS: Mathematics #Numerical Analysis (math.NA)
19. A Dual-space Multilevel Kernel-splitting Framework for Discrete and Continuous Convolution
    2023/08/01 by Shidong Jiang, Jiang, Shidong, Leslie Greengard +1 · 5 citations
    Engineering · Physics and Astronomy · #31A10 #65E05 #65F30 #65Y20 #Acoustic Wave Phenomena Research #Electromagnetic Scattering and Analysis #Electromagnetic Simulation and Numerical Methods #FOS: Mathematics #Numerical Analysis (math.NA)
20. Function Value Learning: Adaptive Learning Rates Based on the Polyak Stepsize and Function Splitting in ERM
    2023/07/26 by Garrigos, Guillaume, Gower, Robert M., Schaipp, Fabian · 2 citations
    #15B52 #62L20 #65Y20 #68W20 #68W40 #74S60 #90C06 #90C53 #FOS: Computer and information sciences #FOS: Mathematics #G.1.6 #Machine Learning (cs.LG) #Optimization and Control (math.OC)
21. Adaptive Mesh Refinement for arbitrary initial Triangulations
    2023/06/05 by Diening, Lars, Gehring, Lukas, Storn, Johannes · 2 citations
    #65N50 #65Y20 #FOS: Mathematics #Numerical Analysis (math.NA)
22. MoMo: Momentum Models for Adaptive Learning Rates
    2023/05/12 by Schaipp, Fabian, Ohana, Ruben, Eickenberg, Michael +2 · 6 citations
    #15B52 #62L20 #65Y20 #68W20 #68W40 #74S60 #90C06 #90C53 #FOS: Computer and information sciences #FOS: Mathematics #G.1.6 #Machine Learning (cs.LG) #Optimization and Control (math.OC)
23. A new version of the adaptive fast Gauss transform for discrete and continuous sources
    2023/05/11 by Leslie Greengard, Greengard, Leslie, Shidong Jiang +5 · 4 citations
    Earth and Planetary Sciences · Engineering · Physics and Astronomy · #31A10 #65E05 #65F30 #65Y20 #FOS: Mathematics #Fluid Dynamics and Vibration Analysis #Numerical Analysis (math.NA) #Radio Astronomy Observations and Technology #Seismic Waves and Analysis
24. Beyond Monotone Variational Inequalities: Solution Methods and Iteration Complexities
    2023/04/09 by Kevin Huang, Shuzhong Zhang, Huang, Kevin +1 · 5 citations
    Computer Science · Mathematics · #65K15 #65Y20 #90C33 #Advanced Optimization Algorithms Research #FOS: Mathematics #Mathematical Inequalities and Applications #Optimization and Control (math.OC) #Optimization and Variational Analysis
25. Multilevel Objective-Function-Free Optimization with an Application to Neural Networks Training
    2023/02/14 by S. Gratton, Gratton, S., A. Kopanicakova +3 · 2 citations
    Computer Science · Engineering · Physics and Astronomy · #49K20 #65M55 #65Y20 #68Q25 #68T05 #90C26 #90C30 #Artificial Intelligence (cs.AI) #Computational Complexity (cs.CC) #F.2.1 #FOS: Computer and information sciences #FOS: Mathematics #G.1.8 #I.2.5 #Model Reduction and Neural Networks #Neural Networks and Reservoir Computing #Optical Systems and Laser Technology #Optimization and Control (math.OC)
26. A Variance-Reduced and Stabilized Proximal Stochastic Gradient Method with Support Identification Guarantees for Structured Optimization
    2023/02/14 by Yutong Dai, Guanyi Wang, Dai, Yutong +5 · 1 citation
    Computer Science · Engineering · #49M29 #49M37 #65K05 #65K10 #65Y20 #68Q25 #90C30 #90C60 #FOS: Mathematics #Optimization and Control (math.OC) #Photoacoustic and Ultrasonic Imaging #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
27. Review and computational comparison of adaptive least-squares finite element schemes
    2022/09/13 by Philipp Bringmann, Bringmann, Philipp · 2 citations
    Engineering · #65N12 #65N15 #65N30 #65N50 #65Y20 #Advanced Numerical Methods in Computational Mathematics #Electromagnetic Simulation and Numerical Methods #FOS: Mathematics #Numerical Analysis (math.NA) #Numerical methods in engineering
28. Bregman Golden Ratio Algorithms for Variational Inequalities
    2022/08/10 by Matthew K. Tam, Daniel J. Uteda, Tam, Matthew K. +1 · 2 citations
    Computer Science · Mathematics · #47J20 #49J40 #65K15 #65Y20 #Contact Mechanics and Variational Inequalities #FOS: Mathematics #Optimization and Control (math.OC) #Optimization and Variational Analysis #Point processes and geometric inequalities
29. On the computation of modular forms on noncongruence subgroups
    2022/07/27 by Berghaus, David, Monien, Hartmut, Radchenko, Danylo · 1 citation
    #11F11 #11F30 (Primary) #11G32 #11Y35 (Secondary) #65F10 #65Q20 #65Y20 #FOS: Mathematics #Number Theory (math.NT)
30. Anderson acceleration with approximate calculations: applications to scientific computing
    2022/06/08 by Pasini, Massimiliano Lupo, Laiu, M. Paul · 1 citation
    #65F10 #65F50 #65G30 #65G50 #65N12 #65N15 #65Y20 #65Z05 #68T01 #68W20 #68W40 #FOS: Mathematics #FOS: Physical sciences #G.1.10 #G.1.3 #Instrumentation and Methods for Astrophysics (astro-ph.IM) #Mathematical Physics (math-ph) #Numerical Analysis (math.NA)

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