Nonnegative Matrix Factorization Models, Optimization Problems, Algorithms and Applications

Leplat, Valentin

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Doctoral thesis (Dissertations and theses)

Nonnegative Matrix Factorization Models, Optimization Problems, Algorithms and Applications

Leplat, Valentin

2021

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https://hdl.handle.net/20.500.12907/49819

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Disciplines :

Computer science
Mathematics

Author, co-author :

Leplat, Valentin ; Université de Mons - UMONS > Recherche > Service ERC Unit - Matrix Theory and Optimization

Language :

English

Title :

Nonnegative Matrix Factorization Models, Optimization Problems, Algorithms and Applications

Defense date :

18 January 2021

Institution :

UMONS - Université de Mons [Faculté Polytechnique], Mons, Belgium

Degree :

Doctorat en Science de l’ingénieur et technologie

Promotor :

Gillis, Nicolas ; Université de Mons - UMONS > Faculté Polytechnique > Service de Mathématique et Recherche opérationnelle

Siebert, Xavier ; Université de Mons - UMONS > Faculté Polytechnique > Service de Mathématique et Recherche opérationnelle

Research unit :

F151 - Mathématique et Recherche opérationnelle

Research institute :

R300 - Institut de Recherche en Technologies de l'Information et Sciences de l'Informatique

European Projects :

H2020 - 679515 - COLORAMAP - Constrained Low-Rank Matrix Approximations: Theoretical and Algorithmic Developments for Practitioners

Funders :

European Union

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since 24 October 2024

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