Suchergebnisse - "proximal alternating minimization algorithm"

A Learned Proximal Alternating Minimization Algorithm and Its Induced Network for a Class of Two-Block Nonconvex and Nonsmooth Optimization

Autoren: Yunmei Chen Lezhi Liu Lei Zhang

Quelle: Journal of Scientific Computing. 103

Schlagwörter: FOS: Computer and information sciences, Computer Science - Machine Learning, Optimization and Control (math.OC), FOS: Mathematics, Mathematics - Optimization and Control, Machine Learning (cs.LG)

Zugangs-URL: http://arxiv.org/abs/2411.06333

A Learned Proximal Alternating Minimization Algorithm and Its Induced Network for a Class of Two-block Nonconvex and Nonsmooth Optimization

Autoren: Chen, Yunmei Liu, Lezhi Zhang, Lei

Index Begriffe: Mathematics - Optimization and Control, Computer Science - Machine Learning, text

URL: http://arxiv.org/abs/2411.06333

A proximal alternating minimization algorithm for the largest C-eigenvalue of piezoelectric-type tensors

Autoren: Wenjie Wang Haibin Chen Yiju Wang et al.

Quelle: Journal of Global Optimization. 87:405-422

Schlagwörter: 0211 other engineering and technologies, 02 engineering and technology, 0101 mathematics, 01 natural sciences

Inertial Proximal Alternating Minimization Algorithm for a Class of Nonconvex and Nonsmooth Problems

Quelle: Advances in Applied Mathematics. :1228-1238

Schlagwörter: 0101 mathematics, 01 natural sciences

The Proximal Alternating Minimization Algorithm for Two-Block Separable Convex Optimization Problems with Linear Constraints

Autoren: Radu Ioan Boţ Ernö Robert Csetnek Sandy Bitterlich et al.

Weitere Verfasser: Radu Ioan Boţ Ernö Robert Csetnek Sandy Bitterlich et al.

Quelle: J Optim Theory Appl

Schlagwörter: 101014 Numerical mathematics, 101016 Optimisation, Numerical Analysis (math.NA), Saddle points, 101014 Numerische Mathematik, Article, Convex optimization, 47H05, 65K05, 90C25, Fenchel duality, Optimization and Control (math.OC), FOS: Mathematics, Mathematics - Numerical Analysis, 101016 Optimierung, Proximal AMA, Mathematics - Optimization and Control, Lagrangian, Subdifferential

Dateibeschreibung: application/pdf

Zugangs-URL: https://link.springer.com/content/pdf/10.1007/s10957-018-01454-y.pdf
https://pubmed.ncbi.nlm.nih.gov/31258180
http://arxiv.org/abs/1806.00260
https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6560466
https://goedoc.uni-goettingen.de/handle/1/15982
https://link.springer.com/article/10.1007/s10957-018-01454-y
https://goescholar.uni-goettingen.de/handle/1/15982
https://link.springer.com/content/pdf/10.1007/s10957-018-01454-y.pdf
https://www.ncbi.nlm.nih.gov/pubmed/31258180
https://resolver.sub.uni-goettingen.de/purl?gs-1/15982
https://resolver.sub.uni-goettingen.de/purl?gro-2/59813

A stochastic proximal alternating minimization algorithm for nonnegative matrix decomposition

Autoren: Lijun Xu Chenghua Ji Yijia Zhou

Quelle: Second International Conference on Applied Statistics, Computational Mathematics, and Software Engineering (ASCMSE 2023). :55

A Learned Proximal Alternating Minimization Algorithm and Its Induced Network for a Class of Two-Block Nonconvex and Nonsmooth Optimization.

Autoren: Chen, Yunmei Liu, Lezhi Zhang, Lei

Quelle: Journal of Scientific Computing; May2025, Vol. 103 Issue 2, p1-32, 32p

Linearized proximal alternating minimization algorithm for motion deblurring by nonlocal regularization

Autoren: Sangwoon Yun Hyenkyun Woo

Quelle: Pattern Recognition. 44:1312-1326

Schlagwörter: 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology, 0101 mathematics, 01 natural sciences

Zugangs-URL: https://www.sciencedirect.com/science/article/pii/S0031320310005790
https://dblp.uni-trier.de/db/journals/pr/pr44.html#YunW11
http://www.sciencedirect.com/science/article/pii/S0031320310005790

Learnable Spatial-Spectral Transform-Based Tensor Nuclear Norm for Multi-Dimensional Visual Data Recovery

Autoren: Sheng Liu Jinsong Leng Xi-Le Zhao et al.

Quelle: IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY

Schlagwörter: REPRESENTATION, Technology and Engineering, DEEP, 02 engineering and technology, RANK, 01 natural sciences, semi-orthogonal transform, proximal alternating minimization algorithm, tensor nuclear norm, redundant transform, 0202 electrical engineering, electronic engineering, information engineering, MINIMIZATION, Tensor completion, 0101 mathematics

Dateibeschreibung: application/pdf

Zugangs-URL: https://biblio.ugent.be/publication/01HMEEX27JPVPX8P2A5BP65K42/file/01HMEEXRRGS4AQ4J7TNR5RKBMT
https://biblio.ugent.be/publication/01HMEEX27JPVPX8P2A5BP65K42
http://hdl.handle.net/1854/LU-01HMEEX27JPVPX8P2A5BP65K42
http://doi.org/10.1109/tcsvt.2023.3316279

A proximal alternating minimization algorithm for the largest C-eigenvalue of piezoelectric-type tensors.

Autoren: Wang, Wenjie Chen, Haibin Wang, Yiju et al.

Quelle: Journal of Global Optimization; Nov2023, Vol. 87 Issue 2-4, p405-422, 18p

Schlagwörter: PIEZOELECTRICITY, CONCAVE functions, COUPLING constants, ALGORITHMS

The Proximal Alternating Minimization Algorithm for Two-Block Separable Convex Optimization Problems with Linear Constraints.

Autoren: Bitterlich, Sandy Boţ, Radu Ioan Csetnek, Ernö Robert et al.

Quelle: Journal of Optimization Theory & Applications; Jul2019, Vol. 182 Issue 1, p110-132, 23p

Schlagwörter: HILBERT space, CONVEX programming, CONSTRAINT programming, SMOOTHNESS of functions, ALGORITHMS, CONVEX functions

A stochastic proximal alternating minimization algorithm for nonnegative matrix decomposition.

Autoren: Xu, Lijun Ji, Chenghua Zhou, Yijia

Quelle: Proceedings of SPIE; 1/22/2023, Vol. 12784, p127843J-127843J-7, 1p

Poisson Tensor Completion via Nonconvex Regularization and Nonlocal Self-Similarity for Multi-dimensional Image Recovery.

Autoren: Qiu, Duo Xia, Sijia Yang, Bei et al.

Quelle: Journal of Scientific Computing; Mar2025, Vol. 102 Issue 3, p1-28, 28p

Low-Rank Approximation Reconstruction of Five-Dimensional Seismic Data.

Autoren: Chen, Gui Liu, Yang Zhang, Mi et al.

Quelle: Surveys in Geophysics; Oct2024, Vol. 45 Issue 5, p1459-1492, 34p

Tensor completion via total curvature variation and low-rank matrix factorization.

Autoren: Xu, Zhi Yang, Jing-Hua Zhao, Xi-Le et al.

Quelle: Applied Mathematical Modelling. Feb2026:Part B, Vol. 150, pN.PAG-N.PAG. 1p.

Schlagwörter: *CURVATURE, *MATHEMATICAL regularization, *IMAGE reconstruction, *LOW-rank matrices, *OPTIMIZATION algorithms, *CALCULUS of tensors

Performance analysis of tail-minimization and the linear rate of convergence of a proximal algorithm for sparse signal recovery

Autoren: Huang, Meng Li, Shidong

Index Begriffe: Computer Science - Information Theory, text

URL: http://arxiv.org/abs/2501.15221

Spatiotemporal traffic data imputation by synergizing low tensor ring rank and nonlocal subspace regularization.

Autoren: Wu, Peng‐Ling Ding, Meng Zheng, Yu‐Bang

Quelle: IET Intelligent Transport Systems (Wiley-Blackwell); Sep2023, Vol. 17 Issue 9, p1908-1923, 16p

Schlagwörter: TRAFFIC patterns, INTELLIGENT transportation systems, MISSING data (Statistics), ACQUISITION of data, MATHEMATICAL regularization, DATA transmission systems, DATA entry, MULTIPLE imputation (Statistics)

A Learnable Group-Tube Transform Induced Tensor Nuclear Norm and Its Application for Tensor Completion.

Autoren: Ben-Zheng Li Xi-Le Zhao Xiongjun Zhang et al.

Quelle: SIAM Journal on Imaging Sciences; 2023, Vol. 16 Issue 3, p1370-1797, 28p

Schlagwörter: COMPUTER network traffic, TRAFFIC speed, MULTISPECTRAL imaging, TUBES

Parallel matrix factorization-based collaborative sparsity and smooth prior for estimating missing values in multidimensional data.

Autoren: Mohaoui, Souad Hakim, Abdelilah Raghay, Said

Quelle: Pattern Analysis & Applications; Nov2022, Vol. 25 Issue 4, p963-980, 18p

Schlagwörter: MISSING data (Statistics), MATRIX decomposition, MATRICES (Mathematics), PRIOR learning

Nonlinear Transform Induced Tensor Nuclear Norm for Tensor Completion.

Autoren: Li, Ben-Zheng Zhao, Xi-Le Ji, Teng-Yu et al.

Quelle: Journal of Scientific Computing; Sep2022, Vol. 92 Issue 3, p1-21, 21p