Imagen de Portada

Improved Turbo Message Passing for Compressive Robust Principal Component Analysis: Algorithm Design and Asymptotic Analysis

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	He, Zhuohang, Ma, Junjie, Yuan, Xiaojun
Formato:	Preprint
Publicado:	2024
Materias:	Information Theory
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

Asymptotic Analysis of Nonlinear One-Bit Precoding in Massive MIMO Systems via Approximate Message Passing
por: Wu, Zheyu, et al.
Publicado: (2025)

Optimality of Approximate Message Passing Algorithms for Spiked Matrix Models with Rotationally Invariant Noise
por: Dudeja, Rishabh, et al.
Publicado: (2024)

Orthogonal Approximate Message Passing Algorithms for Rectangular Spiked Matrix Models with Rotationally Invariant Noise
por: Chen, Haohua, et al.
Publicado: (2026)

Compressed Sensing with Upscaled Vector Approximate Message Passing
por: Skuratovs, Nikolajs, et al.
Publicado: (2020)

Orthogonal Approximate Message Passing with Optimal Spectral Initializations for Rectangular Spiked Matrix Models
por: Chen, Haohua, et al.
Publicado: (2025)

Generalized Approximate Message-Passing for Compressed Sensing with Sublinear Sparsity
por: Takeuchi, Keigo
Publicado: (2024)

Performance Analysis of Turbo Decoding Algorithms in Wireless OFDM Systems
por: Ortin, Jorge, et al.
Publicado: (2025)

Two Classes of Optimal Multi-Input Structures for Node Computations in Message Passing Algorithms
por: Lu, Teng, et al.
Publicado: (2024)

Analysis of Cross-Domain Message Passing for OTFS Transmissions
por: Chong, Ruoxi, et al.
Publicado: (2024)

On Universality of Non-Separable Approximate Message Passing Algorithms
por: Lovig, Max, et al.
Publicado: (2025)

Joint Data and Semantics Lossy Compression: Nonasymptotic Converse Bounds and Second-Order Asymptotics
por: Yang, Huiyuan, et al.
Publicado: (2024)

Hybrid Approximate Message Passing
por: Rangan, Sundeep, et al.
Publicado: (2011)

Sparse Principal Component Analysis with Energy Profile Dependent Sample Complexity
por: Xu, Mengchu, et al.
Publicado: (2025)

Approximating Univariate Factored Distributions via Message-Passing Algorithms
por: Zhao, Zilu, et al.
Publicado: (2026)

Divergence Estimation in Message Passing algorithms
por: Skuratovs, Nikolajs, et al.
Publicado: (2021)

An AMP-Based Asymptotic Analysis For Nonlinear One-Bit Precoding
por: Wu, Zheyu, et al.
Publicado: (2026)

An Information Geometry Interpretation for Approximate Message Passing
por: Liu, Bingyan, et al.
Publicado: (2024)

Score-Based Turbo Message Passing for Plug-and-Play Compressive Imaging
por: Cai, Chang, et al.
Publicado: (2025)

Score-Based Turbo Message Passing for Plug-and-Play Compressive Image Recovery
por: Cai, Chang, et al.
Publicado: (2025)

Macroscopic Analysis of Vector Approximate Message Passing in a Model Mismatch Setting
por: Takahashi, Takashi, et al.
Publicado: (2020)

Quadratic Message Passing for Generalized Quadratic Equations Model
por: Zhu, Huimin
Publicado: (2024)

Generalized Orthogonal Approximate Message-Passing for Sublinear Sparsity
por: Takeuchi, Keigo
Publicado: (2025)

Mixed Regression via Approximate Message Passing
por: Tan, Nelvin, et al.
Publicado: (2023)

Linear Operator Approximate Message Passing (OpAMP)
por: Rossetti, Riccardo, et al.
Publicado: (2024)

Universality of Approximate Message Passing algorithms and tensor networks
por: Wang, Tianhao, et al.
Publicado: (2022)

A Convergence Analysis of Approximate Message Passing with Non-Separable Functions and Applications to Multi-Class Classification
por: Çakmak, Burak, et al.
Publicado: (2024)

Decentralized Generalized Approximate Message-Passing for Tree-Structured Networks
por: Takeuchi, Keigo
Publicado: (2023)

Discrete-Valued Signal Estimation via Low-Complexity Message Passing Algorithm for Highly Correlated Measurements
por: Furudoi, Tomoharu, et al.
Publicado: (2024)

Integrated Near Field Sensing and Communications Using Unitary Approximate Message Passing Based Matrix Factorization
por: Yuan, Zhengdao, et al.
Publicado: (2024)

Simultaneous Active and Passive Information Transfer for RIS-Aided MIMO Systems: Iterative Decoding and Evolution Analysis
por: Jiang, Wenjun, et al.
Publicado: (2022)

Multi-Source Approximate Message Passing with Random Semi-Unitary Dictionaries
por: Çakmak, Burak, et al.
Publicado: (2024)

Joint Near Field Uplink Communication and Localization Using Message Passing-Based Sparse Bayesian Learning
por: Liu, Fei, et al.
Publicado: (2024)

Information Rates of Approximate Message Passing for Bandlimited Direct-Detection Channels
por: Plabst, Daniel, et al.
Publicado: (2025)

Sequential Interval Passing for Compressed Sensing
por: Habib, Salman, et al.
Publicado: (2025)

Iterative Equalization of CPM With Unitary Approximate Message Passing
por: Liu, Zilong, et al.
Publicado: (2024)

Approximate Message Passing-Enhanced Graph Neural Network for OTFS Data Detection
por: Zhuang, Wenhao, et al.
Publicado: (2024)

Vector Approximate Message Passing With Arbitrary I.I.D. Noise Priors
por: Akrout, Mohamed, et al.
Publicado: (2024)

Half Spatially Coupled Turbo-Like Codes
por: Wu, Xiaowei, et al.
Publicado: (2025)

Role of Bootstrap Averaging in Generalized Approximate Message Passing
por: Takahashi, Takashi
Publicado: (2023)

Indirect Lossy Source Coding with Observed Source Reconstruction: Nonasymptotic Bounds and Second-Order Asymptotics
por: Yang, Huiyuan, et al.
Publicado: (2024)