Pantelis Papageorgiou

Publication Activity (10 Years)

Years Active: 2021-2023
Publications (10 Years): 5

Top Topics

Comprehensive Empirical Study

Microscopy Images

Machine Learning

Top Venues

IEEE Internet Things J.

Publications

Panagiotis Antoniadis, Christina Sartzetaki, Nick Antonopoulos, Pantelis Papageorgiou, Aigli Korfiati, Vassilis Pitsikalis
Mask-cscGAN for realistic synthetic cell generation. BigData (2023)
Pantelis Papageorgiou, Aigli Korfiati, Aristotelis Misios, Aristidis G. Vrahatis, Alexandros A. Pittis, Bogdan Tanasa, Konstantinos Mavrommatis, Yilin Zhao, Tao Yang, Vassilis Pitsikalis
pCCI: A machine learning patient-centric cell-cell interactions framework for cancer subtype classification. BIBM (2023)
Ahmed M. Abdelmoniem, Chen-Yu Ho, Pantelis Papageorgiou, Marco Canini
A Comprehensive Empirical Study of Heterogeneity in Federated Learning. IEEE Internet Things J. 10 (16) (2023)
Ahmed M. Abdelmoniem, Chen-Yu Ho, Pantelis Papageorgiou, Marco Canini
Empirical analysis of federated learning in heterogeneous environments. EuroMLSys@EuroSys (2022)
Ahmed M. Abdelmoniem, Chen-Yu Ho, Pantelis Papageorgiou, Muhammad Bilal, Marco Canini
On the Impact of Device and Behavioral Heterogeneity in Federated Learning. CoRR (2021)