3rd Neo retreat
22-24 September 2021
Hotel Les Medes, Ile de Porquerolles
Day 1: Wednesday 22 September
Session: federated learning
- 14:00 – 14:45 – Othmane Marfoq: “Federated Multi-Task Learning under a Mixture of Distributions”
- 14:45 – 15:30 – Chuan Xu: “Privacy leakages in federated learning”
Break
- 15:30 – 16:00 Coffee break
Session: network science
- 16:00 – 16:45 – Maximilien Dreveton: “Estimation of static community memberships from multiplex and temporal network data”
- 16:45 – 17:30 – Mikhail Kamalov: “Batch stochastic approximation to speed up semi-supervised learning on large graphs”
Day 2: Thursday 23 September
Session: inference, counting and guessing
- 9:00 – 9:45 – Gabriele Castellano: “Accelerating inference using clustering algorithms on bottlenecked neural networks”
- 9:45 – 10:30 – Younes Ben Mazziane: “A formal analysis of the Count-Min Sketch with conservative updates”
- 10:30 – 11:15 – Giovanni Neglia: “Guessing Cards”
Social activity
- 11:15 – 16:30: VTT + picnic + beach
- 16:30 – 17:00: Coffee break
Session: caches
- 17:00 – 17:45 – Tareq Si Salem: “AÇAI: Ascent Similarity Caching with Approximate Indexes”
- 17:45 – 18:30 – Olga Chuchuk: “WLCG as a storage and computing facility for the LHC experiments. Data access patterns and perspectives for caches”
Day 3: Friday 24 September
Session: 5G
- 9:30 – 10:15 – Marie Masson: “Collaborative MU scheduling for 5G network interference management”
- 10:15 – 11:00 – Mandar Datar: “Strategic Resource Management in 5G Network Slicing”
Break
- 11:00 – 11:30 Coffee break
Session: fundamental limits
- 11:30 – 12:15 – Sadaf Ul Zuhra: “Simultaneous Information and Energy Transmission with Finite Constellations”
- 12:15 – 14:00: End of the retreat + picnic
