Federated Mobile Sensing for Activity Recognition

The tutorial will take place on the 4th of February 2022. A provisional program follows below:

Local Time (GMT-5) Description
13.30 - 13.40 Opening
(presentation by Stefanos Laskaridis)
13.45 - 14.30 Keynote #1: Federated Learning: Current landscape and challenges
Stefanos Laskaridis (Samsung AI Center Cambridge)
14.30 - 15.15 Keynote #2: On-device Sensing
Dimitris Spathis (University of Cambridge)
15.15 - 15.30 Break
15.30 - 16.30 Hands-on: Federated Sensing hands-on
Stefanos Laskaridis (Samsung AI Center Cambridge), Dimitris Spathis (University of Cambridge), Mario Almeida (Samsung AI Center Cambridge)
16.30 - 16.45 Break
16.45 - 17:30 Keynote #3 Scaling Federated Training on Distributed Infrastructures
Mario Almeida (Samsung AI Center Cambridge)
17:30 - 17.40 Closing remarks