Analysis vs Synthesis-based Regularization for Combined Compressed Sensing and Parallel MRI Reconstruction at 7 Tesla. - Hamza Cherkaoui; Loubna El Gueddari; Carole Lazarus; Antoine Grigis; Fabrice Poupon; Alexandre Vignaud; Samuel Farrens; Jean-Luc Starck; Philippe Ciuciu (EUSIPCO, 2018)

fMRI BOLD signal decomposition using a multivariate low-rank model. - Hamza Cherkaoui; Thomas Moreau 001; Abderrahim Halimi; Philippe Ciuciu (EUSIPCO, 2019)

Sparsity-based Blind Deconvolution of Neural Activation Signal in FMRI. - Hamza Cherkaoui; Thomas Moreau 001; Abderrahim Halimi; Philippe Ciuciu (ICASSP, 2019)

Learning to solve TV regularised problems with unrolled algorithms. - Hamza Cherkaoui; Jeremias Sulam; Thomas Moreau 001 (NeurIPS, 2020)

PySAP: Python Sparse Data Analysis Package for multidisciplinary image processing. - Samuel Farrens; Antoine Grigis; Loubna El Gueddari; Zaccharie Ramzi; Chaithya G. R.; Sophie Starck; Benoît Sarthou; Hamza Cherkaoui; Philippe Ciuciu; Jean-Luc Starck (Astron. Comput., 2020)

Multivariate semi-blind deconvolution of fMRI time series. - Hamza Cherkaoui; Thomas Moreau 001; Abderrahim Halimi; Claire Leroy; Philippe Ciuciu (NeuroImage, 2021)

Price of Safety in Linear Best Arm Identification. - Xuedong Shang; Igor Colin; Merwan Barlier; Hamza Cherkaoui (CoRR, 2023)

Clustered Multi-Agent Linear Bandits. - Hamza Cherkaoui; Merwan Barlier; Igor Colin (CoRR, 2023)

Large Language Models Orchestrating Structured Reasoning Achieve Kaggle Grandmaster Level. - Antoine Grosnit; Alexandre Maraval; James Doran; Giuseppe Paolo; Albert Thomas 001; Refinath Shahul Hameed Nabeezath Beevi; Jonas Gonzalez; Khyati Khandelwal; Ignacio Iacobacci; Abdelhakim Benechehab; Hamza Cherkaoui; Youssef Attia El Hili; et al. (CoRR, 2024)

TAG: A Decentralized Framework for Multi-Agent Hierarchical Reinforcement Learning. - Giuseppe Paolo; Abdelhakim Benechehab; Hamza Cherkaoui; Albert Thomas 001; Balázs Kégl (CoRR, 2025)

High-Dimensional Analysis of Bootstrap Ensemble Classifiers. - Hamza Cherkaoui; Malik Tiomoko; Mohamed El Amine Seddik; Cosme Louart; Ekkehard Schnoor; Balázs Kégl (CoRR, 2025)

Human in the Loop Adaptive Optimization for Improved Time Series Forecasting. - Malik Tiomoko; Hamza Cherkaoui; Giuseppe Paolo; Zhang Yili; Yu Meng; Zhang Keli; Hafiz Tiomoko Ali (CoRR, 2025)