Publications

Abostait, Abdelkarim, Nikdoost, Chavrier, El Hamri, Andrieux, Alhareth, Labouta

A toolbox to optimize and scale up microfluidic production of lipid-based nanoparticles

Advanced Drug Delivery Reviews, 2026

doi: 10.1016/j.addr.2026.115946

El Hamri, Bennani, Falih

Theoretical Guarantees for Domain Adaptation with Hierarchical Optimal Transport

AAAI-26 — 40th AAAI Conference on Artificial Intelligence (abstract reprint)

doi: 10.1609/aaai.v40i47.41377

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

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

ACS Applied Bio Materials, 2025

doi: 10.1021/acsabm.5c01883

El Hamri, Falih, Rozenholc

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

IJCNN 2025 — IEEE International Joint Conference on Neural Networks

doi: 10.1109/IJCNN64981.2025.11228688

El Hamri, Bennani, Falih

Theoretical Guarantees for Domain Adaptation with Hierarchical Optimal Transport

Machine Learning Journal, 2025

doi: 10.1007/s10994-025-06749-6

El Hamri, Falih, Rozenholc

Hierarchical Representation for Multi-Source Domain Adaptation Using Wasserstein Barycenter

ICMLA 2024 — International Conference on Machine Learning and Applications

doi: 10.1109/ICMLA61862.2024.00051

El Hamri, Bennani, Falih

Incremental Confidence Sampling with Optimal Transport for Domain Adaptation

International Journal of Neural Systems, 2024

doi: 10.1142/S0129065724500448

El Hamri, Bennani, Falih

Hierarchical Optimal Transport for Unsupervised Domain Adaptation

Machine Learning Journal, 2022

doi: 10.1007/s10994-022-06231-7

El Hamri, Bennani, Falih

Incremental Unsupervised Domain Adaptation Through Optimal Transport

WCCI / IJCNN 2022 — IEEE World Congress on Computational Intelligence

doi: 10.1109/IJCNN55064.2022.9892735

El Hamri, Bennani, Falih

When Domain Adaptation Meets Semi-Supervised Learning Through Optimal Transport

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

doi: 10.1007/978-3-031-08333-4_5

Ben Bouazza, Bennani, El Hamri

An Optimal Transport Framework for Collaborative Multi-View Clustering

Recent Advancements in Multi-View Data Analytics, 2022

doi: 10.1007/978-3-030-95239-6_5

El Hamri, Bennani, Falih

Inductive Semi-supervised Learning Through Optimal Transport

ICONIP 2021 — International Conference on Neural Information Processing

doi: 10.1007/978-3-030-92307-5_78

El Hamri, Bennani, Falih

Label Propagation Through Optimal Transport

IJCNN 2021 — IEEE International Joint Conference on Neural Networks

doi: 10.1109/IJCNN52387.2021.9533521

El Hamri, Bennani, Falih

Apprentissage semi-supervisé transductif basé sur le transport optimal

CIFSD 2021 — Conférence Internationale Francophone sur la Science des Données

Ben Bouazza, Bennani, El Hamri

Multi-view Clustering Through Optimal Transport

Australasian Journal of Intelligent Information Processing Systems, 2019