Konstantinos Xouveroudis

Publication Activity (10 Years)

Years Active: 2021-2023
Publications (10 Years): 4

Top Topics

Nearest Neighbor Classification

Learning Models

Prototype Selection

Memory Requirements

Top Venues

GLOBECOM (Workshops)

Publications

Ilias Siniosoglou, Konstantinos Xouveroudis, Vasileios Argyriou, Thomas Lagkas, Dimitrios Margounakis, Alexandros-Apostolos A. Boulogeorgos, Panagiotis G. Sarigiannidis
Applying Federated Learning on Decentralized Smart Farming: A Case Study. ICC Workshops (2023)
Ilias Siniosoglou, Konstantinos Xouveroudis, Vasileios Argyriou, Thomas Lagkas, Theocharis Saoulidis, George F. Fragulis, Sotirios K. Goudos, Panagiotis G. Sarigiannidis
Personalisation of Federated Learning Models Through Knowledge Distillation on Decentralised Data. GLOBECOM (Workshops) (2023)
Ilias Siniosoglou, Konstantinos Xouveroudis, Vasileios Argyriou, Thomas Lagkas, Sotirios K. Goudos, Konstantinos E. Psannis, Panagiotis G. Sarigiannidis
Evaluating the Effect of Volatile Federated Timeseries on Modern DNNs: Attention over Long/Short Memory. MOCAST (2023)
Konstantinos Xouveroudis, Stefanos Ougiaroglou, Georgios Evangelidis, Dimitris A. Dervos
Prototype Selection and Generation with Minority Classes Preservation. IISA (2021)