Search Results - "Majorization-Minimization Algorithm"

The majorization minimization algorithm for solving nonconvex generalized Nash equilibrium problems

Authors: Yingao Shi Zhensheng Yu

Source: International Journal of Computer Mathematics. 102:1112-1129

Large-scale robust regression with truncated loss via majorization-minimization algorithm

Authors: Ling-Wei Huang Yuan-Hai Shao Xiao-Jing Lv et al.

Source: European Journal of Operational Research. 319:494-504

An inexact proximal majorization-minimization algorithm for remote sensing image stripe noise removal

Authors: Wang, Chengjing Zhao, Xile Wang, Qingsong et al.

Source: Numerical Algorithms. 97:1119-1139

Subject Terms: 65K05, 90C26, 90C90, Image and Video Processing (eess.IV), FOS: Mathematics, FOS: Electrical engineering, electronic engineering, information engineering, Mathematics - Numerical Analysis, Numerical Analysis (math.NA), Electrical Engineering and Systems Science - Image and Video Processing

Access URL: http://arxiv.org/abs/2308.08866

Variable Bregman Majorization-Minimization Algorithm and its Application to Dirichlet Maximum Likelihood Estimation

Authors: Martin, Ségolène Pesquet, Jean-Christophe Steidl, Gabriele et al.

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

Access URL: http://arxiv.org/abs/2501.07306

A Majorization-Minimization Algorithm for Neuroimage Registration

Authors: Gaiting Zhou Daniel Tward Kenneth Lange

Source: SIAM Journal on Imaging Sciences. 17:273-300

Access URL: https://pubmed.ncbi.nlm.nih.gov/38550750

Convex-structured covariance estimation via the entropy loss under the majorization-minimization algorithm framework

Authors: Chen Chen Xiangbing Chen Yi Ai

Source: AIMS Mathematics, Vol 9, Iss 6, Pp 14253-14273 (2024)

Subject Terms: toeplitz autocorrelation matrix, entropy loss, w-rank1-w structural covariance matrix, QA1-939, 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology, 0101 mathematics, mm algorithm, 01 natural sciences, Mathematics

Access URL: https://doaj.org/article/e1c92e1dd2634e96be4e7e82e75a15d0

A Proximal-Proximal Majorization-Minimization Algorithm for Nonconvex Rank Regression Problems

Authors: Peipei Tang Chengjing Wang Bo Jiang

Source: IEEE Transactions on Signal Processing. 71:3502-3517

SABRINA: A Stochastic Subspace Majorization-Minimization Algorithm

Authors: Chouzenoux, Emilie Fest, Jean-Baptiste

Contributors: Chouzenoux, Emilie Fest, Jean-Baptiste

Source: Journal of Optimization Theory and Applications

Subject Terms: Stochastic optimization, binary logistic regression, 0202 electrical engineering, electronic engineering, information engineering, subspace acceleration, 02 engineering and technology, image reconstruction, convergence analysis, Majorization-Minimization, [SPI.SIGNAL] Engineering Sciences [physics]/Signal and Image processing

File Description: application/pdf

Access URL: https://hal.science/hal-03793623v1

A unified framework for nonconvex nonsmooth sparse and low-rank decomposition by majorization-minimization algorithm

Authors: Qian-Zhen Zheng Ping-Feng Xu

Source: Journal of the Franklin Institute. 359:9376-9400

Subject Terms: 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology

A Majorization-Minimization Algorithm for Nonnegative Binary Matrix Factorization

Authors: Magron, Paul Févotte, Cédric Speech Modeling for Facilitating Oral-Based Communication (MULTISPEECH) et al.

Contributors: Magron, Paul Févotte, Cédric Speech Modeling for Facilitating Oral-Based Communication (MULTISPEECH) et al.

Source: IEEE Signal Processing Letters

Subject Terms: majorization-minimization, FOS: Computer and information sciences, Computer Science - Machine Learning, nonnegative matrix factorization, Machine Learning (stat.ML), 02 engineering and technology, mean-parametrized Bernoulli model, 01 natural sciences, binary data, Machine Learning (cs.LG), Statistics - Machine Learning, [INFO.INFO-IR]Computer Science [cs]/Information Retrieval [cs.IR], 0202 electrical engineering, electronic engineering, information engineering, [INFO.INFO-IR] Computer Science [cs]/Information Retrieval [cs.IR], 0101 mathematics

File Description: application/pdf

Access URL: http://arxiv.org/abs/2204.09741

The majorization minimization algorithm for solving nonconvex generalized Nash equilibrium problems.

Authors: Shi, Yingao Yu, Zhensheng

Source: International Journal of Computer Mathematics. Aug2025, Vol. 102 Issue 8, p1112-1129. 18p.

Subject Terms: Nash equilibrium, Nonconvex programming, Mathematical optimization, Constrained optimization, Empirical research, Lagrangian functions

People: Nash, John F., 1928-2015

A Majorization-Minimization Algorithm for Hybrid TOA-RSS Based Localization in NLOS Environment

Authors: Kuntal Panwar Mayur Katwe Prabhu Babu et al.

Source: IEEE Communications Letters. 26:1017-1021

Subject Terms: 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology

Super-Resolution Hyperspectral Reconstruction With Majorization-Minimization Algorithm and Low-Rank Approximation

Authors: Abi Rizk, Ralph Orieux, François Abergel, Alain

Contributors: Abi Rizk, Ralph Orieux, François Abergel, Alain

Source: IEEE Transactions on Computational Imaging. 8:260-272

Subject Terms: [INFO.INFO-TI] Computer Science [cs]/Image Processing [eess.IV], Inverse Problems, 0211 other engineering and technologies, Hyperspectral Imaging, Deconvolution, 02 engineering and technology, Super Resolution, 01 natural sciences, Spectral unmixing, 0105 earth and related environmental sciences

File Description: application/pdf

Access URL: https://centralesupelec.hal.science/hal-03622981v1
https://centralesupelec.hal.science/hal-03622981v1/document
https://doi.org/10.1109/tci.2022.3161849

PDMM: A Novel Primal-Dual Majorization-Minimization Algorithm for Poisson Phase-Retrieval Problem

Authors: Ghania Fatima Zongyu Li Aakash Arora et al.

Source: IEEE Transactions on Signal Processing. 70:1241-1255

Subject Terms: Signal Processing (eess.SP), FOS: Computer and information sciences, Optimization and Control (math.OC), 0103 physical sciences, FOS: Electrical engineering, electronic engineering, information engineering, FOS: Mathematics, 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology, Electrical Engineering and Systems Science - Signal Processing, Mathematics - Optimization and Control, Statistics - Computation, 01 natural sciences, Computation (stat.CO)

Access URL: http://arxiv.org/pdf/2110.08600
http://arxiv.org/abs/2110.08600

Amplitude Matching: Majorization–Minimization Algorithm for Sound Field Control Only with Amplitude Constraint

Authors: Hiroshi Saruwatari Natsuki Ueno Takashi Amakasu et al.

Source: ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). :411-415

Subject Terms: 03 medical and health sciences, 0103 physical sciences, 0305 other medical science, 01 natural sciences

Access URL: https://ieeexplore.ieee.org/document/9414855
https://doi.org/10.1109/ICASSP39728.2021.9414855
https://dblp.uni-trier.de/db/conf/icassp/icassp2021.html#KoyamaAUS21

Inertial Majorization-Minimization Algorithm for Minimum-Volume NMF

Authors: Olivier Vu Thanh Andersen Ang Nicolas Gillis et al.

Source: 2021 29th European Signal Processing Conference (EUSIPCO). :1065-1069

Subject Terms: 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology

A Majorization-Minimization Algorithm for Optimal Sensor Location in Distributed Parameter Systems

Authors: Dariusz Uciński

Source: Lecture Notes in Networks and Systems ISBN: 9783031351693

An inexact proximal majorization-minimization Algorithm for remote sensing image stripe noise removal

Authors: Wang, Chengjing Zhao, Xile Wang, Qingsong et al.

Index Terms: Mathematics - Numerical Analysis, Electrical Engineering and Systems Science - Image and Video Processing, 65K05, 90C26, 90C90, text

URL: http://arxiv.org/abs/2308.08866

Majorization-Minimization Algorithm for Discriminative Non-Negative Matrix Factorization

Authors: Li Li Hirokazu Kameoka Shoji Makino

Source: IEEE Access, Vol 8, Pp 227399-227408 (2020)

Subject Terms: majorization-minimization, 03 medical and health sciences, Discriminative non-negative matrix factorization (NMF), single-channel signal processing, source separation, 0202 electrical engineering, electronic engineering, information engineering, speech enhancement, Electrical engineering. Electronics. Nuclear engineering, 02 engineering and technology, 0305 other medical science, TK1-9971

Access URL: https://ieeexplore.ieee.org/ielx7/6287639/6514899/09298770.pdf
https://doaj.org/article/e0440d31cca24897a47fc01c0d0ba463
https://waseda.pure.elsevier.com/ja/publications/majorization-minimization-algorithm-for-discriminative-non-negati
https://doi.org/10.1109/ACCESS.2020.3045791
https://ieeexplore.ieee.org/document/9298770
https://dblp.uni-trier.de/db/journals/access/access8.html#LiKM20

A proximal-proximal majorization-minimization algorithm for nonconvex tuning-free robust regression problems

Authors: Tang, Peipei Wang, Chengjing Jiang, Bo

Index Terms: Mathematics - Optimization and Control, Computer Science - Machine Learning, Mathematics - Numerical Analysis, Statistics - Computation, Statistics - Machine Learning, text

URL: http://arxiv.org/abs/2106.13683