Search Results - approximate message-passing algorithm~

THE OVERLAP GAP PROPERTY AND APPROXIMATE MESSAGE PASSING ALGORITHMS FOR p -SPIN MODELS

Authors: Gamarnik, David Jagannath, Aukosh

Source: The Annals of Probability, 2021 Jan 01. 49(1), 180-205.

Access URL: https://www.jstor.org/stable/27172513

Research on ECG signal reconstruction based on improved weighted nuclear norm minimization and approximate message passing algorithm

Authors: Zhang, Bing Zhu, Xishun Khan, Fadia Ali et al.

Source: Front Neuroinform
Frontiers in Neuroinformatics, Vol 18 (2024)

Subject Terms: ECG, non-local similarity, approximate message passing algorithm, Neurosciences. Biological psychiatry. Neuropsychiatry, weighted nuclear norm minimization, ZZ OA Fund (articles), compressed sensing, RC321-571, Neuroscience

File Description: text

Access URL: https://pubmed.ncbi.nlm.nih.gov/39439439
https://doaj.org/article/e4313f73ed564934a11f497e954a0d50

Fast, Robust Approximate Message Passing

Authors: Misha Ivkov Tselil Schramm

Source: Proceedings of the 57th Annual ACM Symposium on Theory of Computing. :2237-2248

Subject Terms: FOS: Computer and information sciences, Computer Science - Machine Learning, Statistics - Machine Learning, Computer Science - Data Structures and Algorithms, Data Structures and Algorithms (cs.DS), Machine Learning (stat.ML), Machine Learning (cs.LG)

Access URL: http://arxiv.org/abs/2411.02764

A Non-Asymptotic Analysis of Generalized Vector Approximate Message Passing Algorithms With Rotationally Invariant Designs

Authors: Collin Cademartori Cynthia Rush

Source: IEEE Transactions on Information Theory. 70:5811-5856

On Universality of Non-Separable Approximate Message Passing Algorithms

Authors: Lovig, Max Wang, Tianhao Fan, Zhou

Subject Terms: Machine Learning, FOS: Computer and information sciences, Information Theory (cs.IT), Probability (math.PR), Statistics Theory, Information Theory, FOS: Mathematics, Statistics Theory (math.ST), Probability, Machine Learning (cs.LG)

Access URL: http://arxiv.org/abs/2506.23010

Approximate Message Passing-Enhanced Graph Neural Network for OTFS Data Detection

Authors: Wenhao Zhuang Yuyi Mao Hengtao He et al.

Source: IEEE Wireless Communications Letters. 13:1913-1917

Subject Terms: Signal Processing (eess.SP), FOS: Computer and information sciences, Data detection, Computer Science - Information Theory, Information Theory (cs.IT), Detectors, Indexes, Symbols, Graph neural networks, Approximate message passing (AMP), Time-frequency analysis, Orthogonal time frequency space (OTFS) modulation, Message passing, FOS: Electrical engineering, electronic engineering, information engineering, Electrical Engineering and Systems Science - Signal Processing, Signal processing algorithms, Graph neural network (GNN)

Access URL: http://arxiv.org/abs/2402.10071

On Approximate Message Passing Algorithms for Unlimited Sampling of Sparse Signals

Authors: Osman Musa Peter Jung Giuseppe Caire

Source: 2023 IEEE 9th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP). :131-135

A Low-Complexity Gaussian Approximate Message Passing Detection Algorithm For Massive MIMO With High Order Modulation

Authors: He Zhu Beilei Gong Zheng Wang

Source: 2023 IEEE 23rd International Conference on Communication Technology (ICCT). :1-5

Bayesian Deep Learning via Expectation Maximization and Turbo Deep Approximate Message Passing

Authors: Wei Xu An Liu Yiting Zhang et al.

Source: IEEE Transactions on Signal Processing. 72:3865-3878

Subject Terms: Neurons, Bayesian federated learning, FOS: Computer and information sciences, Turbo deep approximate message passing, Computer Science - Machine Learning, Computer Science - Artificial Intelligence, Expectation maximization, Federated learning, Deep learning, 02 engineering and technology, Bayes methods, Machine Learning (cs.LG), Bayesian deep learning, DNN model compression, Artificial Intelligence (cs.AI), Message passing, 0202 electrical engineering, electronic engineering, information engineering, Training, Signal processing algorithms

Access URL: http://arxiv.org/abs/2402.07366

Universality of approximate message passing algorithms and tensor networks

Authors: Wang, Tianhao Zhong, Xinyi Fan, Zhou

Source: The Annals of Applied Probability. 34

Subject Terms: FOS: Computer and information sciences, Computer Science - Information Theory, Information Theory (cs.IT), Probability (math.PR), 0202 electrical engineering, electronic engineering, information engineering, FOS: Mathematics, Mathematics - Statistics Theory, 02 engineering and technology, Statistics Theory (math.ST), 0101 mathematics, 01 natural sciences, Mathematics - Probability

Access URL: http://arxiv.org/abs/2206.13037

Multipass Circular SAR 3D Imaging via $L_{q}$-based Complex Approximate Message Passing algorithm

Authors: Weixing Yang Daiyin Zhu

Source: 2023 IEEE Radar Conference (RadarConf23). :1-5

Exact Computation of Error in Approximate Circuits using SAT and Message-Passing Algorithms

Authors: Ramprasath, S Charan, Marrivada Gopala Krishna Sai Vasudevan, Vinita

Index Terms: Computer Science - Logic in Computer Science, text

URL: http://arxiv.org/abs/2411.10037

Optimality of Approximate Message Passing Algorithms for Spiked Matrix Models with Rotationally Invariant Noise

Authors: Dudeja, Rishabh Liu, Songbin Ma, Junjie

Index Terms: Mathematics - Statistics Theory, Computer Science - Information Theory, Mathematics - Probability, Statistics - Machine Learning, text

URL: http://arxiv.org/abs/2405.18081

Approximate Message Passing Algorithm for Nonconvex Regularization

Authors: Hui Zhang Hai Zhang Yong Liang et al.

Source: IEEE Access, Vol 7, Pp 9080-9090 (2019)

Subject Terms: iterative thresholding algorithm, Approximate message passing algorithm, nonconvex regularization, sparsity, 0202 electrical engineering, electronic engineering, information engineering, Electrical engineering. Electronics. Nuclear engineering, 02 engineering and technology, 0101 mathematics, 01 natural sciences, variable selection, TK1-9971

Access URL: https://ieeexplore.ieee.org/ielx7/6287639/8600701/08603833.pdf
https://doaj.org/article/7130b68aada8489e911af6c19b12c283
https://dblp.uni-trier.de/db/journals/access/access7.html#ZhangZLYR19
https://ieeexplore.ieee.org/document/8603833/

Semidefinite Programs Simulate Approximate Message Passing Robustly

Authors: Misha Ivkov Tselil Schramm

Source: Proceedings of the 56th Annual ACM Symposium on Theory of Computing. :348-357

Subject Terms: FOS: Computer and information sciences, Computer Science - Machine Learning, Statistics - Machine Learning, Computer Science - Data Structures and Algorithms, FOS: Mathematics, Mathematics - Statistics Theory, Data Structures and Algorithms (cs.DS), Machine Learning (stat.ML), Statistics Theory (math.ST), Machine Learning (cs.LG)

Access URL: http://arxiv.org/abs/2311.09017

An impulsive noise mitigation and channel estimation algorithm based on unitary approximate message passing

Authors: Zengyuan Jin Xiaoying Zhang Siyuan Tan et al.

Source: 2022 2nd International Conference on Computer Science, Electronic Information Engineering and Intelligent Control Technology (CEI). :687-690

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

Approximate Message Passing Algorithms for Low Complexity OFDM-IM Detection

Authors: Zeping Sui Shefeng Yan Hongming Zhang et al.

Source: IEEE Transactions on Vehicular Technology

Subject Terms: 0203 mechanical engineering, 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology

File Description: text

Access URL: https://ieeexplore.ieee.org/document/9507331
https://eprints.soton.ac.uk/450728/
https://dblp.uni-trier.de/db/journals/tvt/tvt70.html#SuiYZYH21
https://eprints.soton.ac.uk/450728/

Compressed Sensing With Upscaled Vector Approximate Message Passing

Authors: Nikolajs Skuratovs Michael E. Davies

Source: Skuratovs, N & Davies, M E 2022, ' Compressed Sensing with Upscaled Vector Approximate Message Passing ', IEEE Transactions on Information Theory, vol. 68, no. 7, pp. 4818-4836 . https://doi.org/10.1109/TIT.2022.3157665
IEEE Transactions on Information Theory

Subject Terms: Inverse problems, FOS: Computer and information sciences, Covariance matrices, Computer Science - Information Theory, Information Theory (cs.IT), warm-starting, 02 engineering and technology, Tuning, Approximation algorithms, Image reconstruction, expectation propagation, 0202 electrical engineering, electronic engineering, information engineering, Heuristic algorithms, Compressed sensing, conjugate gradient, vector approximate message passing

File Description: application/pdf

Access URL: http://arxiv.org/abs/2011.01369
https://hdl.handle.net/20.500.11820/819e8b54-b2fa-4e3f-8f64-aed9d9169dbe
https://www.pure.ed.ac.uk/ws/files/249434911/Compressed_Sensing_with_Upscaled_Vector_Approximate_Message_Passing_v2_double_column.pdf

An Approximate Message Passing Algorithm For Rapid Parameter-Free Compressed Sensing MRI

Authors: Millard, C Hess, AT Mailhe, B et al.

Source: 2020 IEEE International Conference on Image Processing (ICIP). :91-95

Subject Terms: Signal Processing (eess.SP), FOS: Computer and information sciences, Computer Science - Information Theory, Information Theory (cs.IT), FOS: Electrical engineering, electronic engineering, information engineering, FOS: Mathematics, 0202 electrical engineering, electronic engineering, information engineering, Mathematics - Numerical Analysis, Numerical Analysis (math.NA), G.1.3, 02 engineering and technology, Electrical Engineering and Systems Science - Signal Processing

Access URL: http://arxiv.org/pdf/1911.01234
http://arxiv.org/abs/1911.01234
https://arxiv.org/pdf/1911.01234.pdf
https://doi.org/10.1109/ICIP40778.2020.9190668
https://arxiv.org/abs/1911.01234
http://ui.adsabs.harvard.edu/abs/2019arXiv191101234M/abstract
https://dblp.uni-trier.de/db/journals/corr/corr1911.html#abs-1911-01234

The Kikuchi Hierarchy and Tensor PCA.

Authors: Wein, Alexander El Alaoui, Ahmed Moore, Cristopher

Source: Journal of the ACM; Oct2025, Vol. 72 Issue 5, p1-40, 40p

Subject Terms: STATISTICAL physics, SUM of squares, ALGORITHMS, BAYESIAN analysis, MESSAGE passing (Computer science), PRINCIPAL components analysis