Vu Thanh Olivier

Université de Mons - UMONS > Recherche > Service ERC Unit - Matrix Theory and Optimization

: 0000-0002-4917-6571

Principaux co-auteurs référencés

GILLIS, Nicolas (6)

LECRON, Fabian (2)

Ang, Man Shun (1)

Le, Thi Khanh Hien (1)

Nadisic, Nicolas (1)

Principaux mots-clés référencés

algorithms (1); blind source separation (1); hyperspectral unmixing (1); identifiability (1); interpretability (1);

Principales disciplines référencées

Sciences informatiques (7)

Mathématiques (6)

Ingénierie électrique & électronique (4)

Publications (7)

Rechercher dans les publications

La plus téléchargée

143 téléchargements

Vu thanh, O. (2024). Low-Rank Matrix Factorizations with Volume-based Constraints and Regularizations [Doctoral thesis, UMONS - University of Mons]. ORBi UMONS-University of Mons. https://orbi.umons.ac.be/handle/20.500.12907/49955 https://hdl.handle.net/20.500.12907/49955

La plus citée

5 citations (OpenAlex)

Vu Thanh, O., Gillis, N., & Lecron, F. (2022). Bounded Simplex-Structured Matrix Factorization. IEEE International Conference on Acoustics, Speech and Signal Processing. Proceedings. doi:10.1109/ICASSP43922.2022.9747124 https://hdl.handle.net/20.500.12907/42554

https://hdl.handle.net/20.500.12907/49955

Dataset : https://gitlab.com/vuthanho/data

Vu thanh, O., & Gillis, N. (2024). Minimum-Volume Nonnegative Matrix Completion. European Signal Processing Conference.

https://hdl.handle.net/20.500.12907/49200

Peer reviewed

Vu thanh, O., Gillis, N., & Lecron, F. (31 May 2023). Bounded Simplex-Structured Matrix Factorization: Algorithms, Identifiability and Applications. IEEE Transactions on Signal Processing, 71, 2434-2447. doi:10.1109/TSP.2023.3289704

https://hdl.handle.net/20.500.12907/45976

Peer reviewed vérifié par ORBi

Vu thanh, O., & Gillis, N. (2023). Identifiability of Polytopic Matrix Factorization. European Signal Processing Conference. doi:10.23919/EUSIPCO58844.2023.10290012

https://hdl.handle.net/20.500.12907/45978

Peer reviewed

Vu thanh, O., Nadisic, N., & Gillis, N. (05 September 2022). Randomized Successive Projection Algorithm [Paper presentation]. Colloque GRETSI.

https://hdl.handle.net/20.500.12907/43321

Peer reviewed

https://hdl.handle.net/20.500.12907/42554

Peer reviewed

Vu Thanh, O., Ang, M. S., Gillis, N., & Le, T. K. H. (2021). Inertial Majorization-Minimization Algorithm for Minimum-Volume NMF. European Signal Processing Conference. doi:10.23919/EUSIPCO54536.2021.9616152

https://hdl.handle.net/20.500.12907/42401

Peer reviewed