Multilinear Singular Value Decomposition–Based Completion with Fibers Observed in a Single Mode

sponsorship: Research supported by: (1) Flemish Government: This research received funding from the Flemish Government (AI Research Program) . Lieven De Lathauwer and Stijn Hendrikx are affiliated to Leuven.AI-KU Leuven institute for AI, B-3000, Leuven, Belgium. (2) KU Leuven Internal Funds: iBOF/23/064, C14/22/096, IDN/19/014. (Flemish Government, Flemish Government (AI Research Program), KU Leuven Internal Funds|iBOF/23/064, KU Leuven Internal Funds|C14/22/096, KU Leuven Internal Funds|IDN/19/014)

Authors

Institutions

Publication Details

Journal
SIAM Journal on Matrix Analysis and Applications
Published
2025-04-17
DOI
https://doi.org/10.1137/23m1622830
Citations
2
Primary Topic
Tensor decomposition and applications
Type
article
Field-Weighted Citation Impact
3.07

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Multilinear Singular Value Decomposition–Based Completion with Fibers Observed in a Single Mode

Lieven De Lathauwer, Stijn Hendrikx, Mikael Sørensen
2 citations
SIAM Journal on Matrix Analysis and Applications
Tensor decomposition and applications
3.07
article

Multilinear Singular Value Decomposition–Based Completion with Fibers Observed in a Single Mode

Lieven De Lathauwer, Stijn Hendrikx, Mikael Sørensen
article en
2 citations

Abstract

sponsorship: Research supported by: (1) Flemish Government: This research received funding from the Flemish Government (AI Research Program) . Lieven De Lathauwer and Stijn Hendrikx are affiliated to Leuven.AI-KU Leuven institute for AI, B-3000, Leuven, Belgium. (2) KU Leuven Internal Funds: iBOF/23/064, C14/22/096, IDN/19/014. (Flemish Government, Flemish Government (AI Research Program), KU Leuven Internal Funds|iBOF/23/064, KU Leuven Internal Funds|C14/22/096, KU Leuven Internal Funds|IDN/19/014)

SIAM Journal on Matrix Analysis and ApplicationsVol. 46(2)
KU Leuven (BE)
KU Leuven, Vlaamse regering
Openalex Percentile: Top 9%
Tensor decomposition and applications
3.07
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.