Arthur Marmin

Arthur Marmin

Maître de conférences

Aix-Marseille Université

ORCID

Publications

Articles de journaux

2025

VARPROX: a primal-dual variable projection method for the minimization of penalized separable non-linear least squares.

A. Marmin, F.J.P. Richard

Inverse Problems, 41, 105006, October 2025

DOI Code
2025

A robust shifted proper orthogonal decomposition: Proximal methods for decomposing flows with multiple transports.

P. Krah, A. Marmin, B. Zorawski, J. Reiss, K. Schneider

SIAM Journal on Scientific Computing, vol. 47, no. 2, pp. A633–A656, 2025

DOI Article Code
2023

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

A. Marmin, J.H. de Morais Goulart, C. Févotte

IEEE Transactions on Signal Processing, vol. 71, pp. 1435-1447, April 2023

DOI Article Code
2023

Joint Majorization-Minimization for Nonnegative Matrix Factorization with the β-divergence.

A. Marmin, J.H. de Morais Goulart, C. Févotte

Signal Processing, 209, 109048, August 2023

DOI Article Code
2021

Sparse signal reconstruction for nonlinear models via piecewise rational optimization.

A. Marmin, M. Castella, J.-C. Pesquet, L. Duval

Signal Processing, 179, 107835, February 2021

DOI Article
2020

Global optimization for recovery of clipped signals corrupted with Poisson-Gaussian noise.

A. Marmin, A. Jezierska, M. Castella, J.-C. Pesquet

IEEE Signal Processing Letters, vol. 27, pp. 970-974, May 2020

DOI Article
2019

Rational optimization for nonlinear reconstruction with approximate ℓ0 penalization.

M. Castella, J.-C. Pesquet, A. Marmin

IEEE Transactions on Signal Processing, vol. 67, no. 10, pp. 2576-2590, May 2019

DOI Article

Conférences

2024

Automated transport separation using the neural shifted proper orthogonal decomposition.

B. Zorawski, S. Burela, P. Krah, A. Marmin, K. Schneider

The 9th European Congress on Computational Methods in Applied Sciences and Engineering (ECCOMAS), June 2024

DOI Article
2021

Weight identification through global optimization in a new hysteretic neural network model.

E. Leroy, A. Marmin, M. Castella, L. Duval

International Conference on Acoustics, Speech, and Signal Processing (ICASSP), pp. 5315-5319, June 2021

DOI Article
2021

Globally optimizing owing to tensor decomposition.

A. Marmin, M. Castella, J.-C. Pesquet

European Signal Processing Conference (EUSIPCO), pp. 990-994, January 2021

DOI Article
2020

Robust reconstruction with nonconvex subset constraints: a polynomial optimization approach.

A. Marmin, M. Castella, J.-C. Pesquet

IEEE International Workshop on Machine Learning for Signal Processing, September 2020

DOI Article
2020

A moment-based approach for guaranteed tensor decomposition.

A. Marmin, M. Castella, J.-C. Pesquet

International Conference on Acoustics, Speech, and Signal Processing (ICASSP), pp. 3927-3931, May 2020

DOI Article
2019

Detecting the rank of a symmetric tensor.

A. Marmin, M. Castella, J.-C. Pesquet

European Signal Processing Conference (EUSIPCO), pp. 1-5, September 2019

DOI Article
2019

Sparse signal reconstruction with a sign oracle.

A. Marmin, M. Castella, J.-C. Pesquet

Signal Processing with Adaptive Sparse Structured Representations (SPARS) workshop, July 2019

Article
2019

How to globally solve non-convex optimization problems involving an approximate ℓ0 penalization.

A. Marmin, M. Castella, J.-C. Pesquet

International Conference on Acoustics, Speech, and Signal Processing (ICASSP), pp. 5601-5605, May 2019

DOI Article
2018

Signal reconstruction from sub-sampled and nonlinearly distorted observations.

A. Marmin, M. Castella, J.-C. Pesquet, L. Duval

European Signal Processing Conference (EUSIPCO), pp. 1970-1974, September 2018

DOI Article
2016

Architecture Agnostic Energy Model for GPU-based Design.

A. Marmin, C.H. Lai, T. Haruyuki, H.L. Huang, J.M. Lu

International Symposium on VLSI Design, Automation and Test (VLSI-DAT), Hsinchu, Taiwan, April 2016

DOI

Thèse de doctorat

2020

Rational models optimized exactly for solving signal processing problems

Arthur Marmin

Signal and Image processing. Université Paris-Saclay, 2020. English. ⟨NNT : 2020UPASG017⟩

Manuscript