Search Results for author: Abdallah Alabdallah

Found 3 papers, 1 papers with code

Heterogeneous Federated Learning via Personalized Generative Networks

no code implementations25 Aug 2023 Zahra Taghiyarrenani, Abdallah Alabdallah, Slawomir Nowaczyk, Sepideh Pashami

In this paper, we provide theoretical proof that minimizing heterogeneity between clients facilitates the convergence of a global model for every single client.

Federated Learning Transfer Learning

The Concordance Index decomposition: A measure for a deeper understanding of survival prediction models

1 code implementation28 Feb 2022 Abdallah Alabdallah, Mattias Ohlsson, Sepideh Pashami, Thorsteinn Rögnvaldsson

In contrast to such deep learning methods, classical machine learning models deteriorate when the censoring level decreases due to their inability to improve on ranking the events versus other events.

Survival Analysis Survival Prediction

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