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 2023Show all
2 papers · 1 filter
cs.CL2023
Transductive Learning for Textual Few-Shot Classification in API-based Embedding Models
Pierre Colombo, Victor Pellegrain, Malik Boudiaf +5
Proprietary and closed APIs are becoming increasingly common to process natural language, and are impacting the practical applications of natural language processing, including few…
stat.ML2023★ 2 cited
Fundamental Limits of Membership Inference Attacks on Machine Learning Models
Eric Aubinais, Elisabeth Gassiat, Pablo Piantanida
Membership inference attacks (MIA) can reveal whether a particular data point was part of the training dataset, potentially exposing sensitive information about individuals. This a…