229 citations · 325 across the 6 of their papers we have counts for
3 papers · 1 filter
MaxHedge: Maximising a Maximum Online
Stephen Pasteris, Fabio Vitale, Kevin Chan +2
We introduce a new online learning framework where, at each trial, the learner is required to select a subset of actions from a given known action set. Each action is associated wi…
Adaptive Federated Learning in Resource Constrained Edge Computing Systems
Shiqiang Wang, Tiffany Tuor, Theodoros Salonidis +4
Emerging technologies and applications including Internet of Things (IoT), social networking, and crowd-sourcing generate large amounts of data at the network edge. Machine learnin…
Experimentation With Fuzzy Interest Forwarding in Named Data Networking
Spyridon Mastorakis, Kevin Chan, Bongjun Ko +2
In the current Named Data Networking implementation, forwarding a data request requires finding an exact match between the prefix of the name carried in the request and a forwardin…