Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Universitas Widya Gama MalangID2 papers
- Institut de Mathématiques de ToulouseFR1 paper
- Institut National des Sciences Appliquées de ToulouseFR1 paper
- L'Alliance BoviteqCA1 paper
- Orange (France)FR1 paper
- Seattle Epidemiologic Information and Research CenterUS1 paper
- United Nations Children's FundUS1 paper
- Université de RennesFR1 paper
- Université Toulouse III - Paul SabatierFR1 paper
3 papers · 1 filter
Multimodal Embeddings for 3D Similarity Search in Semantic Web-of-Things Digital-Twin Platforms
Oussama Zaid, Romaric Gaudel, Hassan Thomas +2
Semantic Web of Things (SWoT) platforms model physical infrastructure as knowledge graphs typed against domain ontologies, enabling expressive structural and logical queries. Howev…
Proximal basin hopping: global optimization with guarantees
Guillaume Lauga, Cesare Molinari, Samuel Vaiter
Global optimization is a challenging problem, with plenty of algorithms displaying empirical success, but scarce theoretical backing. In this work, we propose a new theoretical fra…
PAC-Bayesian Generalization Guarantees for Fairness on Stochastic and Deterministic Classifiers
Julien Bastian, Benjamin Leblanc, Pascal Germain +5
Classical PAC generalization bounds on the prediction risk of a classifier are insufficient to provide theoretical guarantees on fairness when the goal is to learn models balancing…