Arthur Marmin

José Henrique de Morais Goulart

Cédric Févotte

IEEE Trans. Signal Process., 2023

Joint majorization-Minimization for nonnegative matrix factorization with the β-divergence.

[BibT_eX]

[DOI]

José Henrique de Morais Goulart

Cédric Févotte

Signal Process., 2023

2022

Majorization-minimization for Sparse Nonnegative Matrix Factorization with the β-divergence.

[BibT_eX]

[DOI]

José Henrique de Morais Goulart

Cédric Févotte

CoRR, 2022

2021

Sparse signal reconstruction for nonlinear models via piecewise rational optimization.

[BibT_eX]

[DOI]

Laurent Duval

Signal Process., 2021

Weight Identification Through Global Optimization in a New Hysteretic Neural Network Model.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2021

2020

Global Optimization for Recovery of Clipped Signals Corrupted With Poisson-Gaussian Noise.

[BibT_eX]

[DOI]

Anna Jezierska

IEEE Signal Process. Lett., 2020

Robust Reconstruction with Nonconvex Subset Constraints: A Polynomial Optimization Approach.

[BibT_eX]

[DOI]

Proceedings of the 30th IEEE International Workshop on Machine Learning for Signal Processing, 2020

A Moment-Based Approach for Guaranteed Tensor Decomposition.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Globally Optimizing Owing to Tensor Decomposition.

[BibT_eX]

[DOI]

Proceedings of the 28th European Signal Processing Conference, 2020

2019

Rational Optimization for Nonlinear Reconstruction With Approximate ℓ<sub>0</sub> Penalization.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2019

How to Globally Solve Non-convex Optimization Problems Involving an Approximate ℓ0 Penalization.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2019

Detecting the Rank of a Symmetric Tensor.

[BibT_eX]

[DOI]

Proceedings of the 27th European Signal Processing Conference, 2019

2018

Signal Reconstruction from Sub-sampled and Nonlinearly Distorted Observations.

[BibT_eX]

[DOI]