49 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- P. Piantanida7 · h 28
- Francisco Messina3 · h 7
- Malik Boudiaf3 · h 15
- Marco Romanelli3 · h 7
- Pablo Piantanida2 profiles3 · h 5
- F. Labeau2 · h 24
- Fr'ed'eric B'echet2 · h 2
- Georg Pichler2 profiles2 · h 9
- Ismail Ben Ayed2 profiles2 · h 52
- Marine Picot2 · h 4
- Pierre Colombo2 profiles2 · h 21
- Spyros Angelopoulos2 · h 15
- McGill UniversityCA6 papers
- Centre National de la Recherche ScientifiqueFR5 papers
- CentraleSupélecFR3 papers
- École de Technologie SupérieureCA3 papers
- Mila - Quebec Artificial Intelligence InstituteCA3 papers
- Institute for Learning and DevelopmentUS2 papers
- Laboratoire des signaux et systèmesFR2 papers
- Mathématiques et Informatique pour la Complexité et les Systèmes2 papers
- TU WienAT2 papers
- Universidad de Buenos AiresAR2 papers
- Université Paris-SaclayFR2 papers
- Aix-Marseille UniversitéFR1 paper
Showing 2024 · cs.LGShow all
2 papers · 2 filters
cs.LG2024
Exposing the Vulnerability of Decentralized Learning to Membership Inference Attacks Through the Lens of Graph Mixing
Ousmane Touat, Jezekael Brunon, Yacine Belal +4
The primary promise of decentralized learning is to allow users to engage in the training of machine learning models in a collaborative manner while keeping their data on their pre…
cs.LG2024
Beyond the Norms: Detecting Prediction Errors in Regression Models
Andres Altieri, Marco Romanelli, Georg Pichler +2
This paper tackles the challenge of detecting unreliable behavior in regression algorithms, which may arise from intrinsic variability (e.g., aleatoric uncertainty) or modeling err…