Pantelis Papageorgiou

According to our database, Pantelis Papageorgiou authored at least 6 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Mitigating malicious model fusion in federated learning via confidence-aware defense.

Qilei Li, Pantelis Papageorgiou, Gaoyang Liu, Mingliang Gao, Linlin You, Chen Wang, Ahmed M. Abdelmoniem

Inf. Fusion, 2026

2023

A Comprehensive Empirical Study of Heterogeneity in Federated Learning.

Ahmed M. Abdelmoniem, Chen-Yu Ho, Pantelis Papageorgiou, Marco Canini

IEEE Internet Things J., August, 2023

Mask-cscGAN for realistic synthetic cell generation.

Panagiotis Antoniadis, Christina Sartzetaki, Nick Antonopoulos, Pantelis Papageorgiou, Aigli Korfiati, Vassilis Pitsikalis

Proceedings of the IEEE International Conference on Big Data, 2023

pCCI: A machine learning patient-centric cell-cell interactions framework for cancer subtype classification.

Pantelis Papageorgiou, Aigli Korfiati, Aristotelis Misios, Aristidis G. Vrahatis, Alexandros A. Pittis, Bogdan Tanasa, Konstantinos Mavrommatis, Yilin Zhao, Tao Yang, Vassilis Pitsikalis

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

2022

Empirical analysis of federated learning in heterogeneous environments.

Ahmed M. Abdelmoniem, Chen-Yu Ho, Pantelis Papageorgiou, Marco Canini

Proceedings of the EuroMLSys '22: Proceedings of the 2nd European Workshop on Machine Learning and Systems, Rennes, France, April 5, 2022

2021

On the Impact of Device and Behavioral Heterogeneity in Federated Learning.

Ahmed M. Abdelmoniem, Chen-Yu Ho, Pantelis Papageorgiou, Muhammad Bilal, Marco Canini

CoRR, 2021