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
3 papers · 1 filter
Rainproof: An Umbrella To Shield Text Generators From Out-Of-Distribution Data
Maxime Darrin, Pablo Piantanida, Pierre Colombo
Implementing effective control mechanisms to ensure the proper functioning and security of deployed NLP models, from translation to chatbots, is essential. A key ingredient to ensu…
MEAD: A Multi-Armed Approach for Evaluation of Adversarial Examples Detectors
Federica Granese, Marine Picot, Marco Romanelli +2
Detection of adversarial examples has been a hot topic in the last years due to its importance for safely deploying machine learning algorithms in critical applications. However, t…
Perfectly Accurate Membership Inference by a Dishonest Central Server in Federated Learning
Georg Pichler, Marco Romanelli, Leonardo Rey Vega +1
Federated Learning is expected to provide strong privacy guarantees, as only gradients or model parameters but no plain text training data is ever exchanged either between the clie…