| 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 | 55 | 2020 |
| Minimum-volume rank-deficient nonnegative matrix factorizations V Leplat, AMS Ang, N Gillis ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019 | 35 | 2019 |
| Multi-resolution beta-divergence NMF for blind spectral unmixing V Leplat, N Gillis, C Févotte Signal Processing 193, 108428, 2022 | 15 | 2022 |
| Distributionally robust and multi-objective nonnegative matrix factorization N Gillis, V Leplat, VYF Tan IEEE Transactions on Pattern Analysis and Machine Intelligence 44 (8), 4052-4064, 2021 | 15 | 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 | 8 | 2021 |
| Nonnegative Block-Term Decomposition with the β-Divergence: Joint Data Fusion and Blind Spectral Unmixing C Prévost, V Leplat ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023 | 2 | 2023 |
| Conic optimization-based algorithms for nonnegative matrix factorization V Leplat, Y Nesterov, N Gillis, F Glineur Optimization Methods and Software, 1-23, 2023 | 2* | 2023 |
| NAG-GS: Semi-Implicit, Accelerated and Robust Stochastic Optimizers V Leplat, D Merkulov, A Katrutsa, D Bershatsky, I Oseledets arXiv preprint arXiv:2209.14937, 2022 | 2 | 2022 |
| Direct Exoplanet Detection Using L1 Norm Low-Rank Approximation H Daglayan, S Vary, V Leplat, N Gillis, PA Absil arXiv preprint arXiv:2304.03619, 2023 | 1 | 2023 |
| Séparation aveugle de sources sonores par factorization 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 | 1 | 2019 |
| DATA FUSION AND UNMIXING WITH THE REGULARIZED NON-NEGATIVE BLOCK-TERM DECOMPOSITION: JOINT PROBLEMS, BLIND APPROACH AND AUTOMATIC MODEL ORDER SELECTION C Prévost, V Leplat | | 2023 |
| Deep Nonnegative Matrix Factorization with Beta Divergences V Leplat, LTK Hien, A Onwunta, N Gillis arXiv preprint arXiv:2309.08249, 2023 | | 2023 |
| Super-résolution hyperspectrale et démélange conjoints: approche tensorielle sous contraintes de positivité et semi-aveugle basée sur la β-divergence C Prévost, V Leplat GRETSI 2023 XXIXème Colloque Francophone de Traitement du Signal et des Images, 2023 | | 2023 |
| Inexact higher-order proximal algorithms for tensor factorization V Leplat, AH Phan, A Ang 2023 IEEE Statistical Signal Processing Workshop (SSP), 547-551, 2023 | | 2023 |
| Direct Exoplanet Detection Using L1 Norm Low-Rank Approximation H Daglayan Sevim, S Vary, V Leplat, N Gillis, PA Absil Proceedings of BNAIC/BeNeLearn 2023, 1, 2023 | | 2023 |
| Fast algorithm for complex-NMF with application to source separation VLNG A. Ang 2021 29th European Signal Processing Conference (EUSIPCO), pp. 2084-2088, 2021 | | 2021 |
| Nonnegative Tucker Decomposition with Beta-divergence for Music Structure Analysis of Audio Signals A Marmoret, F Voorwinden, V Leplat, JE Cohen, F Bimbot arXiv preprint arXiv:2110.14434, 2021 | | 2021 |
| Etude numérique d’échangeurs de chaleur surfaciques à ailettes pour un turboréacteur MJLF V.Leplat Revue Scientifique des Ingénieurs Industriels, 2013 | | 2013 |
| Combining the full-space and block-coordinate approaches for exact non-negative matrix factorization M Boucquey, F Glineur, V Leplat | | |
Nicolas GillisUniversity of MonsVerified email at umons.ac.be
