[REPLAY] Workshop FL-Day - Decentralized Federated Learning: Approaches and Challenges
[REPLAY] Workshop FL-Day - Decentralized Federated Learning: Approaches and Challenges
- Talks with guest speakers
- News on the same topic
Organized by the ADAM team of the DAVID laboratory - with the participation of the Graduate School of Computer Science and Digital Sciences - as part of the DATAIA Institute of Paris-Saclay, this scientific day aimed to bring together researchers and students around the theme of federated and decentralized learning with recent developments from artificial intelligence.
Find below the presentations of the speakers, posters presented and the replay of this day!
- Divi De Lacour, Marc Lacoste, Mario Südholt, Jacques Traoré
Orange Innovation, INRIA - IMT-Atlantique
- Frédéric Guyard, Hugo Miralles, Philippe Romano, Tamara Tosic
Orange Innovation, Sophia-Antipolis
- Niklas Probul-1, Mathieu Almeida-2, Pauline Barbet 2, Emmanuelle Le Chatelier 2, Magali Berland 2, Christina Caroline Saak 1, Stanislav Dusko Ehrlich 4, Nicolas Pons 2, Jan Baumbach 1,3
1 Chair of Computational Systems Biology, Universität Hamburg, Hamburg, Germany;
2 Université Paris-Saclay, INRAE, MetaGenoPolis, Jouy-en-Josas, France;
3 Computational Biomedicine, University of Southern Denmark, Odense, Denmark;
4 Department of Clinical and Movement Neurosciences, Queen Square Institute of Neurology, University College London, London, United Kingdom
- Fabiola Espinoza Castellon, Aurélien Mayoue, Cédric Gouy-Pailler, Jacques-Henri Sublemontier
CEA
- Walid ERRAY (Head of Data Science DataLab & AI Factory Group), Rim BEN MANSOUR (Data Scientist DataLab)
Groupe Crédit Agricole
- Aurélien Bellet - CR INRIA, équipe Magnet, laboratoire CRISTAL
Better Privacy Guarantees for Decentralized Federated Learning
- Sonia Benmokhtar - DR CNRS, LIRIS, Lyon
Decentralized Learning (as an enabler) for Decentralized Online Services
- Hakim Hacid - Principal Researcher, TII, Abu Dhabi, UAE (groupe AIDRC)
Towards Edge AI: Principles, current state, and perspectives