Copertina

Outlier-aware Tensor Robust Principal Component Analysis with Self-guided Data Augmentation

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Xu, Yangyang, Li, Kexin, Yang, Li, Wen, You-Wei
Natura:	Preprint
Pubblicazione:	2025
Soggetti:	Numerical Analysis Computer Vision and Pattern Recognition Machine Learning 65K10, 15A69 I.4.5; G.1.6
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

Tensor-Train Operator Inference
di: Danis, Engin, et al.
Pubblicazione: (2025)

Stochastic Gradient Descent for Incomplete Tensor Linear Systems
di: Ma, Anna, et al.
Pubblicazione: (2025)

A Data-Constrained Framework for Marine Biogeochemistry Modeling with Applications to the Paranaguá Estuarine Complex
di: Becher, Leticia
Pubblicazione: (2026)

An NPDo Approach for Tensor Block-Diagonalization
di: Li, Ren-Cang, et al.
Pubblicazione: (2026)

Convergence of the alternating least squares algorithm for CP tensor decompositions
di: Hu, Nicholas, et al.
Pubblicazione: (2025)

Data-induced multiscale losses and efficient multirate gradient descent schemes
di: He, Juncai, et al.
Pubblicazione: (2024)

Iterative Methods for Computing the T-Square Root of Third-Order Tensors
di: Sharma, Hemant, et al.
Pubblicazione: (2026)

Tensor train solution to uncertain optimization problems with shared sparsity penalty
di: Antil, Harbir, et al.
Pubblicazione: (2024)

Tensorial Reduced-Order Models for Parametric Coupled Reaction-Diffusion Systems: Application to Brain Tumor Growth Modeling
di: Islam, Asikul, et al.
Pubblicazione: (2026)

Goal-Oriented Low-Rank Tensor Decompositions for Numerical Simulation Data
di: Dunlavy, Daniel M., et al.
Pubblicazione: (2025)

Medial Axis Aware Learning of Signed Distance Functions
di: Weidemaier, Samuel, et al.
Pubblicazione: (2026)

The exponential trapezoidal method for semilinear integro-differential equations
di: Ostermann, Alexander, et al.
Pubblicazione: (2024)

Physics-based Approximation and Prediction of Speedlines in Compressor Performance Maps
di: Akiev, Abdul-Malik, et al.
Pubblicazione: (2026)

A Variational Characterization and A Line Search Newton-Noda Method for the unifying spectral problem of nonnegative tensors
di: Xu, Jiefeng, et al.
Pubblicazione: (2025)

Tensor Deli: Tensor Completion for Low CP-Rank Tensors via Random Sampling
di: Haselby, Cullen, et al.
Pubblicazione: (2024)

Diagonal Gaussian Mixture Models and Higher Order Tensor Decompositions
di: Guo, Bingni, et al.
Pubblicazione: (2024)

An additive two-level parallel variant of the DMRG algorithm with coarse-space correction
di: Grigori, Laura, et al.
Pubblicazione: (2025)

Structured Multidimensional Representation Learning for Large Language Models
di: Ichi, Alaa El, et al.
Pubblicazione: (2026)

Hamiltonian and Symplectic Tensors in the T-product Algebra
di: Lopez-Moreno, Susana, et al.
Pubblicazione: (2026)

Sequential topology optimization: SIMP initialization for level-set boundary refinement
di: Ježek, Ondřej, et al.
Pubblicazione: (2026)

Tractable Optimal Experimental Design using Transport Maps
di: Koval, Karina, et al.
Pubblicazione: (2024)

Minimality of Tree Tensor Network Ranks
di: Jovcheva, Jana, et al.
Pubblicazione: (2025)

Inexact subspace projection methods for low-rank tensor eigenvalue problems
di: Dektor, Alec, et al.
Pubblicazione: (2025)

Computing excited states with isometric tensor networks in two-dimensions
di: Dektor, Alec, et al.
Pubblicazione: (2025)

TT-LSQR For Tensor Least Squares Problems and Application to Data Mining *
di: Piccinini, Lorenzo, et al.
Pubblicazione: (2025)

Robust Eigenvectors of Symmetric Tensors
di: Muller, Tommi, et al.
Pubblicazione: (2021)

Tensor Network Space-Time Spectral Collocation Method for Solving the Nonlinear Convection Diffusion Equation
di: Adak, Dibyendu, et al.
Pubblicazione: (2024)

Low-rank optimization on Tucker tensor varieties
di: Gao, Bin, et al.
Pubblicazione: (2023)

Optimization on product manifolds under a preconditioned metric
di: Gao, Bin, et al.
Pubblicazione: (2023)

A parallel Basis Update and Galerkin Integrator for Tree Tensor Networks
di: Ceruti, Gianluca, et al.
Pubblicazione: (2024)

Numerical approximations for a hyperbolic integrodifferential equation with a non-positive variable-sign kernel and nonlinear-nonlocal damping
di: Qiu, Wenlin, et al.
Pubblicazione: (2024)

Finite difference method for nonlinear damped viscoelastic Euler-Bernoulli beam model
di: Qiu, Wenlin, et al.
Pubblicazione: (2025)

Symmetric-Tensor Distributional Mixed Method for Fourth-Order Elliptic Singular Perturbation Problem
di: Huang, Xuehai, et al.
Pubblicazione: (2026)

Dynamical low-rank tensor approximations to high-dimensional parabolic problems: existence and convergence of spatial discretizations
di: Bachmayr, Markus, et al.
Pubblicazione: (2023)

Discrete Double-Bracket Flows for Isotropic-Noise Invariant Eigendecomposition
di: Li, ZhiMing, et al.
Pubblicazione: (2026)

Optimization on the Extended Tensor-Train Manifold with Shared Factors
di: Molozhavenko, Alexander, et al.
Pubblicazione: (2025)

Tensor parametric Hamiltonian operator inference
di: Vijaywargiya, Arjun, et al.
Pubblicazione: (2025)

Adaptive Kernel Methods
di: Dózsa, Tamás, et al.
Pubblicazione: (2026)

Tensor-structured PCG for finite difference solver of domain patterns in ferroelectric material
di: Chumchal, Věnceslav, et al.
Pubblicazione: (2025)

Finite element spaces of double forms
di: Berchenko-Kogan, Yakov, et al.
Pubblicazione: (2025)