Hamza Cherkaoui

According to our database, Hamza Cherkaoui authored at least 15 papers between 2018 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Do Heavy Tails Help Diffusion? On the Subtle Trade-off Between Initialization and Training.

Hamza Cherkaoui, Hélène Halconruy, Antonio Ocello

CoRR, May, 2026

2025

Adaptive Sample Sharing for Linear Regression.

Hamza Cherkaoui, Hélène Halconruy, Yohan Petetin

CoRR, October, 2025

Human in the Loop Adaptive Optimization for Improved Time Series Forecasting.

Malik Tiomoko, Hamza Cherkaoui, Giuseppe Paolo, Yili Zhang, Yu Meng, Keli Zhang, Hafiz Tiomoko Ali

CoRR, May, 2025

High-Dimensional Analysis of Bootstrap Ensemble Classifiers.

Hamza Cherkaoui, Malik Tiomoko, Mohamed El Amine Seddik, Cosme Louart, Ekkehard Schnoor, Balázs Kégl

CoRR, May, 2025

TAG: A Decentralized Framework for Multi-Agent Hierarchical Reinforcement Learning.

Giuseppe Paolo, Abdelhakim Benechehab, Hamza Cherkaoui, Albert Thomas, Balázs Kégl

CoRR, February, 2025

Adaptive Sample Sharing for Multi Agent Linear Bandits.

Hamza Cherkaoui, Merwan Barlier, Igor Colin

Proceedings of the Forty-second International Conference on Machine Learning, 2025

2024

Large Language Models Orchestrating Structured Reasoning Achieve Kaggle Grandmaster Level.

Antoine Grosnit, Alexandre Maraval, James Doran, Giuseppe Paolo, Albert Thomas, Refinath Shahul Hameed Nabeezath Beevi, Jonas Gonzalez, Khyati Khandelwal, Ignacio Iacobacci, Abdelhakim Benechehab, Hamza Cherkaoui, Youssef Attia El Hili, Kun Shao, Jianye Hao, Jun Yao, Balázs Kégl, Haitham Bou-Ammar, Jun Wang

CoRR, 2024

2023

Clustered Multi-Agent Linear Bandits.

Hamza Cherkaoui, Merwan Barlier, Igor Colin

CoRR, 2023

Price of Safety in Linear Best Arm Identification.

Xuedong Shang, Igor Colin, Merwan Barlier, Hamza Cherkaoui

CoRR, 2023

2021

Multivariate semi-blind deconvolution of fMRI time series.

Hamza Cherkaoui, Thomas Moreau, Abderrahim Halimi, Claire Leroy, Philippe Ciuciu

NeuroImage, 2021

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

Learning to solve TV regularised problems with unrolled algorithms.

Hamza Cherkaoui, Jeremias Sulam, Thomas Moreau

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

2019

Sparsity-based Blind Deconvolution of Neural Activation Signal in FMRI.

Hamza Cherkaoui, Thomas Moreau, Abderrahim Halimi, Philippe Ciuciu

Proceedings of the IEEE International Conference on Acoustics, 2019

fMRI BOLD signal decomposition using a multivariate low-rank model.

Hamza Cherkaoui, Thomas Moreau, Abderrahim Halimi, Philippe Ciuciu

Proceedings of the 27th European Signal Processing Conference, 2019

2018

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

Proceedings of the 26th European Signal Processing Conference, 2018