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«Ignorance leads to fear, fear leads to hatred and hatred leads to violence. That's the equation» (Ibn Roshd, Averroès, 1126-1198) « Raise your words, not voice. It is rain that grows flowers, not thunder » (Jalal Ad-Din Rumi, 1207-1273) |
Latest research:
«On The Use of Persistent Homology to Control The Generalization Capacity of Neural Networks», in ICONIP, 2023.
«Modular
Self-Supervised Learning for Hand
Surigical Diagnosis»,
in IEEE-IJCNN,
2023.
«Self-Training and Modular Approaches for Surigical Image Recognition», in IEEE-IJCNN, 2023.
«Hierarchical Optimal Transport for Unsupervised Domain Adaptation», in Machine Learning Journal, Springer Nature, 2022.
«Unsupervised
Collaborative Learning Using
Privileged Information»,
CoRR abs/2103.13145, 2021.
«A survey on domain adaptation theory: learning bounds and theoretical guarantees», CoRR abs/2004.11829, 2020.
«Advances in Domain Adaptation Theory», ISBN: 9781785482366 - ISTE - Elsevier, 2019.
«Collaborative
Clustering:
Why, When, What and How»,
International Journal on Information
Fusion (Information Fusion),
Elsevier, January 2018.
«Co-clustering through Optimal Transport», International Conference on Machine Learning (ICML'2017), Australia.
Scientific events:
- 24H-HoloSurgery «International Conference on Holographic Surgery using Artificial Intelligence».
- ISCV: «International Conference on Intelligent Systems and Computer Vision» IEEE conference.
- ETP: «Deep Learning & Data Science» Ecole Thématique de Printemps.
- CIF-SD: Conférence Internationale Francophone sur la Science des Données
- H2DM: International Workshop on High Dimensional Data Mining