Výsledky vyhledávání - "Constrained low-rank approximations"

Efficient Algorithms for Regularized Nonnegative Scale-Invariant Low-Rank Approximation Models

Autoři: Jeremy E. Cohen Valentin Leplat Centre de Recherche en Acquisition et Traitement de l'Image pour la Santé (CREATIS) a další

Přispěvatelé: Jeremy E. Cohen Valentin Leplat Centre de Recherche en Acquisition et Traitement de l'Image pour la Santé (CREATIS) a další

Zdroj: SIAM Journal on Mathematics of Data Science. 7:468-494

Témata: FOS: Computer and information sciences, non-convex optimization, Computer Science - Machine Learning, Constrained low-rank approximations, Numerical Analysis (math.NA), sparse approximation, Machine Learning (cs.LG), [INFO.INFO-TS]Computer Science [cs]/Signal and Image Processing, Constrained low-rank approximations non-convex optimization sparse approximation, Optimization and Control (math.OC), FOS: Mathematics, Mathematics - Numerical Analysis, Mathematics - Optimization and Control, sparse approximations

Přístupová URL adresa: http://arxiv.org/abs/2403.18517

Efficient Algorithms for Regularized Nonnegative Scale-invariant Low-rank Approximation Models

Autoři: Cohen, Jérémy, E. Leplat, Valentin Centre de Recherche en Acquisition et Traitement de l'Image pour la Santé (CREATIS) a další

Přispěvatelé: Cohen, Jérémy, E. Leplat, Valentin Centre de Recherche en Acquisition et Traitement de l'Image pour la Santé (CREATIS) a další

Zdroj: EISSN: 2577-0187 ; SIAM Journal on Mathematics of Data Science ; https://hal.science/hal-04922736 ; SIAM Journal on Mathematics of Data Science, In press

Témata: Constrained low-rank approximations, non-convex optimization, sparse approximations, Constrained low-rank approximations non-convex optimization sparse approximation, sparse approximation, [INFO.INFO-TS]Computer Science [cs]/Signal and Image Processing

Relation: info:eu-repo/semantics/altIdentifier/arxiv/2403.18517; ARXIV: 2403.18517

Dostupnost: https://hal.science/hal-04922736
https://hal.science/hal-04922736v1/document
https://hal.science/hal-04922736v1/file/2025-Efficient_algorithms_for_HRSI_arXiv_Version_finale.pdf