publications

All my publications can be found in my Google Scholar.

2025

  1. Adaptive Sample Sharing for Multi Agent Linear Bandits
    H. Cherkaoui, M. Barlier, and I. Colin
    arXiv preprint, 2025
  2. High-Dimensional Analysis of Bootstrap Ensemble Classifiers
    Hamza Cherkaoui, Malik Tiomoko, Mohamed El Amine Seddik, and 3 more authors
    arXiv preprint, 2025

2023

  1. Price of Safety in Linear Best Arm Identification
    X. Shang, I. Colin, M. Barlier, and 1 more author
    arXiv preprint, 2023

2021

  1. Multivariate semi-blind deconvolution of fMRI time series
    H. Cherkaoui, T. Moreau, A. Halimi, and 2 more authors
    NeuroImage, 2021
  2. Efficient whole brain estimation of the haemodynamic response function for TV-regularized semi-blind deconvolution of neural activity in fMRI
    H. Cherkaoui
    Ph.D. thesis, 2021
  3. Characterization of the haemodynamic response function after a buprenorphine challenge study in Human healthy volunteer
    H. Cherkaoui, T. Moreau, P. Ciuciu, and 4 more authors
    In Organization for Human Brain Mapping, 2021

2020

  1. Learning to solve TV regularised problems with unrolled algorithms
    H. Cherkaoui, J. Sulam, and T. Moreau
    In 34th Conference and Workshop on Neural Information Processing Systems (NeurIPS), 2020

2019

  1. Sparsity-based blind deconvolution of neural activation signal in fMRI
    H. Cherkaoui, T. Moreau, A. Halimi, and 1 more author
    In 44th International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2019
  2. fMRI BOLD signal decomposition using a multivariate low-rank model
    H. Cherkaoui, T. Moreau, A. Halimi, and 1 more author
    In 27th European Signal Processing Conference (EUSIPCO), 2019

2018

  1. Analysis vs synthesis-based regularization for combined compressed sensing and parallel MRI reconstruction at 7 tesla
    H. Cherkaoui, L. Gueddari, C. Lazarus, and 6 more authors
    In 26th European Signal Processing Conference (EUSIPCO), 2018