Search Results for author: Arwa Rekik

Found 2 papers, 1 papers with code

Population Template-Based Brain Graph Augmentation for Improving One-Shot Learning Classification

no code implementations14 Dec 2022 Oben Özgür, Arwa Rekik, Islem Rekik

Due to this reason, one-shot learning still remains one of the most challenging and trending concepts of deep learning as it proposes to simulate the human-like learning approach in classification problems.

Binary Classification Classification +3

Investigating the Predictive Reproducibility of Federated Graph Neural Networks using Medical Datasets

1 code implementation13 Sep 2022 Mehmet Yigit Balik, Arwa Rekik, Islem Rekik

To the best of our knowledge, this presents the first work investigating the reproducibility of federated GNN models with application to classifying medical imaging and brain connectivity datasets.

Federated Learning

Cannot find the paper you are looking for? You can Submit a new open access paper.