14 citations · 32 across the 14 of their papers we have counts for
4 papers · 1 filter
PROSE: A Theory of Optimal Stopping with Perishable Evidence for Peer Selection in Intermittently Connected Decentralised Learning
Christos Anagnostopoulos
Decentralised federated learning removes the aggregation server but makes collaboration dependent on transient peer availability. In mobile and intermittently connected systems, ev…
Max-Utility Based Arm Selection Strategy For Sequential Query Recommendations
Shameem A. Puthiya Parambath, Christos Anagnostopoulos, Roderick Murray-Smith +2
We consider the query recommendation problem in closed loop interactive learning settings like online information gathering and exploratory analytics. The problem can be naturally…
A Proactive Management Scheme for Data Synopses at the Edge
Kostas Kolomvatsos, Christos Anagnostopoulos
The combination of the infrastructure provided by the Internet of Things (IoT) with numerous processing nodes present at the Edge Computing (EC) ecosystem opens up new pathways to…
On the Use of Interpretable Machine Learning for the Management of Data Quality
Anna Karanika, Panagiotis Oikonomou, Kostas Kolomvatsos +1
Data quality is a significant issue for any application that requests for analytics to support decision making. It becomes very important when we focus on Internet of Things (IoT)…