Michaël Soumm

According to our database, Michaël Soumm authored at least 7 papers between 2023 and 2025.

Collaborative distances:

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

2025

Fairer Analysis and Demographically Balanced Face Generation for Fairer Face Verification.

Alexandre Fournier-Montgieux, Michaël Soumm, Adrian Popescu, Bertrand Luvison, Hervé Le Borgne

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2025

2024

Refining machine learning evaluation : statistical insights into model performance and fairness. (Affinage de l'évaluation en apprentissage automatique : perspectives statistiques sur la performance des modèles et leur équité).

Michaël Soumm

PhD thesis, 2024

Quantifying User Coherence: A Unified Framework for Cross-Domain Recommendation Analysis.

Michaël Soumm, Alexandre Fournier-Montgieux, Adrian Popescu, Bertrand Delezoide

CoRR, 2024

Causal Inference Tools for a Better Evaluation of Machine Learning.

Michaël Soumm

CoRR, 2024

Toward Fairer Face Recognition Datasets.

Alexandre Fournier-Montgieux, Michaël Soumm, Adrian Popescu, Bertrand Luvison, Hervé Le Borgne

CoRR, 2024

An Analysis of Initial Training Strategies for Exemplar-Free Class-Incremental Learning.

Grégoire Petit, Michaël Soumm, Eva Feillet, Adrian Popescu, Bertrand Delezoide, David Picard, Céline Hudelot

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

2023

Vis2Rec: A Large-Scale Visual Dataset for Visit Recommendation.

Michaël Soumm, Adrian Popescu, Bertrand Delezoide

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023