A consortium of research organisations has gathered together to form a new International Research Laboratory (IRL) focused on artificial intelligence (AI) in Montreal. Launched in 2022, the new centre gathers together McGill University, École de technologie supérieure (ÉTS), Mila – Quebec AI Institute, France’s Centre Nationale de la Recherche Scientifique (CNRS), Université Paris-Saclay, and CentraleSupélec.

This collaboration between France and Quebec makes it possible to innovate and deepen research in AI, a cross-cutting discipline from which we can benefit in many fields, including health, the built environment, robotics, and the Internet of Things

While great strides have been made in AI recently, there is still a pressing need for new theoretical knowledge to better understand this new technology's capacities and how it achieves its results. The ILLS will focus on five main themes of research:

  • fundamental aspects of artificial intelligence,
  • sequential (real-time) machine learning,
  • robust autonomous systems,
  • natural language and speech processing,
  • applications to computer vision, signals, and information processing.

In addition, the new centre will emphasise interdisciplinary collaborations with an aim to develop new methodologies and integrate these techniques into learning systems.

Contact

Director: Pablo Piantanida

pablo.piantanida@centralesupelec.fr

Latest submissions

Pre-submission / Working document
02/01/2024
Fundamental Limits of Membership Inference Attacks on Machine Learning Models
Eric Aubinais, Elisabeth Gassiat, Pablo Piantanida
Article in a review
01/01/2024
Article in a review
01/01/2024
Perfectly Accurate Membership Inference by a Dishonest Central Server in Federated Learning
Georg Pichler, Marco Romanelli, Leonardo Rey Vega, Pablo Piantanida
Communication on a congress
10/01/2023
I See What You're Hearing: Facilitating The Effect of Environment on Perceived Emotion While Teleconferencing
David Marino, Max Henry, Pascal Fortin, Rachit Bhayana, Jeremy Cooperstock
Article in a review
08/01/2023
Browse all laboratory submissions on HAL