PUBLICATIONS

Selected Works

A selection of publications offering an overview of my research interests, ongoing work, and scientific collaborations.

2025

Journal

Machine Learning for the Prediction of Size and Encapsulation Efficiency of mRNA-Loaded Lipid Nanoparticles

Duffrène, Dos Santos, El Hamri, Dhôtel, Castillo-Henríquez, Claeys, Rozenholc, Mignet, Alhareth

ACS Applied Bio Materials, 2025

ACS
Conference

McCann's Interpolation for Gradual Domain Adaptation on the Wasserstein Geodesic

El Hamri, Falih, Rozenholc

IJCNN 2025 — IEEE International Joint Conference on Neural Networks

IEEE
Journal

Theoretical Guarantees for Domain Adaptation with Hierarchical Optimal Transport

El Hamri, Bennani, Falih

Machine Learning Journal, 2025

Machine Learning Journal

2024

Conference

Hierarchical Representation for Multi-Source Domain Adaptation Using Wasserstein Barycenter

El Hamri, Falih, Rozenholc

ICMLA 2024 — International Conference on Machine Learning and Applications

IEEE
Journal

Incremental Confidence Sampling with Optimal Transport for Domain Adaptation

El Hamri, Bennani, Falih

International Journal of Neural Systems, 2024

World Scientific

2022

Journal

Hierarchical Optimal Transport for Unsupervised Domain Adaptation

El Hamri, Bennani, Falih

Machine Learning Journal, 2022

Machine Learning Journal
Conference

Incremental Unsupervised Domain Adaptation Through Optimal Transport

El Hamri, Bennani, Falih

WCCI / IJCNN 2022 — IEEE World Congress on Computational Intelligence

IEEE
Conference

When Domain Adaptation Meets Semi-Supervised Learning Through Optimal Transport

El Hamri, Bennani, Falih

AIAI 2022 — IFIP International Conference on Artificial Intelligence Applications & Innovations

Springer
Book Chapter

An Optimal Transport Framework for Collaborative Multi-View Clustering

Ben Bouazza, Bennani, El Hamri

Recent Advancements in Multi-View Data Analytics, 2022

Springer

2021

Conference

Inductive Semi-supervised Learning Through Optimal Transport

El Hamri, Bennani, Falih

ICONIP 2021 — International Conference on Neural Information Processing

Springer
Conference

Apprentissage semi-supervisé transductif basé sur le transport optimal

El Hamri, Bennani, Falih

CIFSD 2021 — Conférence Internationale Francophone sur la Science des Données

CIFSD
Conference

Label Propagation Through Optimal Transport

El Hamri, Bennani, Falih

IJCNN 2021 — IEEE International Joint Conference on Neural Networks

IEEE

2019

Journal

Multi-view Clustering Through Optimal Transport

Ben Bouazza, Bennani, El Hamri

Australasian Journal of Intelligent Information Processing Systems, 2019

AJIIPS