Here are my publications.

Journal papers

2024

  • Prediction of trumpet performance descriptors using machine learning
    Mimoun Mohamed, Vincent Fréour, Christophe Vergez, Keita Arimoto, Valentin Emiya, Bruno Cochelin
    Accepted at Acta Acustica (Special Issue: Musical Acoustics -Latest Advances in Analytical, Numerical and Experimental Methods)

Conference papers

2025

  • Learning Permutations in Monarch Factorization
    Mimoun Mohamed, Valentin Emiya, Caroline Chaux
    Submitted at ICASSP 2025, Hyderabad, India, 6-11 Apr. 2025.

2024

  • Straight-Through meets Sparse Recovery: the Support Exploration Algorithm
    Mimoun Mohamed, Francois Malgouyres, Valentin Emiya, Caroline Chaux
    ICML 2024, Vienna, Austria, 21-27 Jul. 2024.
    (pdf) (poster)
  • Support Exploration Algorithm: estimateurs directs et reconstruction parcimonieuse
    Mimoun Mohamed, Francois Malgouyres, Valentin Emiya, Caroline Chaux
    CAP 2024, Lille, France, 1-3 Jul. 2024.
    (pdf) (poster)

2023

  • Machine learning applied to the prediction of trumpet bifurcation diagrams: towards a tool for trumpet designers
    Vincent Fréour, Mimoun Mohamed, Keita Arimoto, Valentin Emiya, Bruno Cochelin, Christophe Vergez
    Forum Acusticum 2023, Torino, Italy, 11-15 Sep. 2023.
    (pdf)