Image de couverture de livre

Group Sparse-based Tensor CP Decomposition: Model, Algorithms, and Applications in Chemometrics

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Wang, Zihao, Bai, Minru, Chen, Liang, Zhao, Xueying
Format:	Preprint
Publié:	2025
Sujets:	Numerical Analysis
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

Distributed-Memory Randomized Algorithms for Sparse Tensor CP Decomposition
par: Bharadwaj, Vivek, et autres
Publié: (2022)

Implicit Multiple Tensor Decomposition
par: Yang, Kunjing, et autres
Publié: (2025)

Modified Levenberg-Marquardt Algorithm For Tensor CP Decomposition in Image Compression
par: Karim, Ramin Goudarzi, et autres
Publié: (2024)

Randomized Algorithms for Low-Rank Matrix and Tensor Decompositions
par: Pearce, Katherine J., et autres
Publié: (2025)

A Provably Efficient Method for Tensor Ring Decomposition and Its Applications
par: Chen, Han, et autres
Publié: (2025)

An Efficient Randomized Fixed-Precision Algorithm for Tensor Singular Value Decomposition
par: Ahmadi-Asl, Salman
Publié: (2022)

Revisit CP Tensor Decomposition: Statistical Optimality and Fast Convergence
par: Tang, Runshi, et autres
Publié: (2025)

A Normal Form Algorithm for Tensor Rank Decomposition
par: Telen, Simon, et autres
Publié: (2021)

A Randomized Algorithm for Tensor Singular Value Decomposition using an Arbitrary Number of Passes
par: Ahmadi-Asl, Salman, et autres
Publié: (2022)

Randomized Tensor Ring Decomposition and Its Application to Large-scale Data Reconstruction
par: Yuan, Longhao, et autres
Publié: (2019)

Tensor Train Decomposition for Adversarial Attacks on Computer Vision Models
par: Chertkov, Andrei, et autres
Publié: (2023)

Efficient Algorithms for Low Tubal Rank Tensor Approximation with Applications
par: Ahmadi-Asl, Salman, et autres
Publié: (2024)

Randomized Quaternion UTV Decomposition and Randomized Quaternion Tensor UTV Decomposition
par: Yang, Liqiao, et autres
Publié: (2024)

Tensor Decomposition Meets RKHS: Efficient Algorithms for Smooth and Misaligned Data
par: Larsen, Brett W., et autres
Publié: (2024)

Fast Exact Leverage Score Sampling from Khatri-Rao Products with Applications to Tensor Decomposition
par: Bharadwaj, Vivek, et autres
Publié: (2023)

Efficient QR-Based CP Decomposition Acceleration via Restructured Dimension Tree and Customized Extrapolation
par: Xie, Wenchao, et autres
Publié: (2025)

Nonnegative Tensor Decomposition Via Collaborative Neurodynamic Optimization
par: Ahmadi-Asl, Salman, et autres
Publié: (2024)

Tensor BM-Decomposition for Compression and Analysis of Video Data
par: Tian, Fan, et autres
Publié: (2023)

Coseparable Nonnegative Tensor Factorization With T-CUR Decomposition
par: Chen, Juefei, et autres
Publié: (2024)

A Lyapunov Analysis of Accelerated PDHG Algorithms
par: Zeng, Xueying, et autres
Publié: (2024)

A DEIM Tucker Tensor Cross Algorithm and its Application to Dynamical Low-Rank Approximation
par: Ghahremani, Behzad, et autres
Publié: (2024)

An Efficient and Robust Projection Enhanced Interpolation Based Tensor Train Decomposition
par: Hayes, Daniel, et autres
Publié: (2026)

Time Extrapolation with Graph Convolutional Autoencoder and Tensor Train Decomposition
par: Chen, Yuanhong, et autres
Publié: (2025)

Fast and Accurate CP-HIFI Tensor Decompositions: Exploiting Kronecker Structure
par: Brust, Johannes J., et autres
Publié: (2026)

Error Estimates for Sparse Tensor Products of B-spline Approximation Spaces
par: Guillet, Clément
Publié: (2025)

HOQRI: Higher-order QR Iteration for Low Multilinear Rank Approximation of Large and Sparse Tensors
par: Sun, Yuchen, et autres
Publié: (2025)

Synchronous and Asynchronous Parallelism Approaches for Generalized Canonical Polyadic Tensor Decomposition with GenTen
par: Myers, Jeremy M., et autres
Publié: (2026)

The Role of Tensor-Generated Matrices in Analyzing Spin State Classicality and Tensor H-Eigenvalue Distributions
par: Xiong, Liang, et autres
Publié: (2024)

Randomized Functional Sparse Tucker Tensor for Compression and Fast Visualization of Scientific Data
par: Rai, Prashant, et autres
Publié: (2019)

Proximal Gradient-based Low Rank Tensor Decomposition for State Dependent Riccati Equation
par: Jiang, Jiahua, et autres
Publié: (2026)

Stochastic Domain Decomposition Based on Variable-Separation Method
par: Chen, Liang, et autres
Publié: (2023)

Neural Multiscale Decomposition for Solving The Nonlinear Klein-Gordon Equation with Time Oscillation
par: Liang, Zhangyong, et autres
Publié: (2025)

Generalized Canonical Polyadic Tensor Decompositions with General Symmetry
par: Mulrooney, Alex, et autres
Publié: (2026)

Tensor Decomposition with Unaligned Observations
par: Tang, Runshi, et autres
Publié: (2024)

Multinode Shepard Functions and Tensor Product Polynomial Interpolation: Applications to Digital Elevation Models
par: Barrera, Domingo, et autres
Publié: (2025)

TensorGPT: Efficient Compression of Large Language Models based on Tensor-Train Decomposition
par: Xu, Mingxue, et autres
Publié: (2023)

Sparsity via Hyperpriors: A Theoretical and Algorithmic Study under Empirical Bayes Framework
par: Li, Zhitao, et autres
Publié: (2025)

Multivariate Rational Approximation via Low-Rank Tensors and the p-AAA Algorithm
par: Balicki, Linus, et autres
Publié: (2025)

Fast and Accurate Interpolative Decompositions for General, Sparse, and Structured Tensors
par: Zhang, Yifan, et autres
Publié: (2025)

Matrix Decomposition and Applications
par: Lu, Jun
Publié: (2022)