10.6k citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Télécom ParisFR516 papers
- Centre National de la Recherche ScientifiqueFR356 papers
- ParisTechFR240 papers
- Université Paris-SaclayFR115 papers
- Université Paris-SudFR106 papers
- University of CambridgeGB95 papers
- Commissariat à l'Énergie Atomique et aux Énergies AlternativesFR94 papers
- Institut d'Astrophysique de ParisFR92 papers
- Sapienza University of RomeIT91 papers
- Imperial College LondonGB90 papers
- University of TorontoCA90 papers
- California Institute of TechnologyUS89 papers
3 papers · 2 filters
Template-Based Graph Clustering
Mateus Riva, Florian Yger, Pietro Gori +2
We propose a novel graph clustering method guided by additional information on the underlying structure of the clusters (or communities). The problem is formulated as the matching…
UCSL : A Machine Learning Expectation-Maximization framework for Unsupervised Clustering driven by Supervised Learning
Robin Louiset, Pietro Gori, Benoit Dufumier +3
Subtype Discovery consists in finding interpretable and consistent sub-parts of a dataset, which are also relevant to a certain supervised task. From a mathematical point of view,…
Fast Approximation of the Sliced-Wasserstein Distance Using Concentration of Random Projections
Kimia Nadjahi, Alain Durmus, Pierre E. Jacob +2
The Sliced-Wasserstein distance (SW) is being increasingly used in machine learning applications as an alternative to the Wasserstein distance and offers significant computational…