Valentin Leplat
Title
Cited by
Cited by
Year
Minimum-volume rank-deficient nonnegative matrix factorizations
V Leplat, AMS Ang, N Gillis
ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019
182019
Blind audio source separation with minimum-volume beta-divergence NMF
V Leplat, N Gillis, AMS Ang
IEEE Transactions on Signal Processing 68, 3400-3410, 2020
162020
Distributionally robust and multi-objective nonnegative matrix factorization
N Gillis, V Leplat, V Tan
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2021
102021
Multi-Resolution Beta-Divergence NMF for Blind Spectral Unmixing
V Leplat, N Gillis, C Févotte
arXiv preprint arXiv:2007.03893, 2020
12020
Séparation aveugle de sources sonores par factorisation en matrices positives avec pénalité sur le volume du dictionnaire
V LEPLAT, N GILLIS, X SIEBERT, AMS ANG
XXVIIeme Colloque francophone de traitement du signal et des images. GRETSI 2019, 2019
12019
Exact Nonnegative Matrix Factorization via Conic Optimization
V Leplat, Y Nesterov, N Gillis, F Glineur
arXiv preprint arXiv:2105.13646, 2021
2021
Multiplicative Updates for NMF with -Divergences under Disjoint Equality Constraints
V Leplat, N Gillis, J Idier
SIAM Journal on Matrix Analysis and Applications 42 (2), 730-752, 2021
2021
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