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Dawit Kiros Redie
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Dawit Kiros Redie

Researcher & engineer

Dawit Kiros
Redie.

PhD Researcher, NTNU

Visiting researcher, CISPA

Trondheim, Norway

My research focuses on communication-efficient federated learning and distributed optimization.

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Research archive

Publications.

Federated learning, distributed optimization, and medical imaging.

5 publications

2026

The 34th European Signal Processing Conference (EUSIPCO)

Block-Wise Sparsification with Error Feedback for Communication-Efficient Federated Learning

Dawit Kiros Redie, Reza Arablouei, Stefan Werner

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2026

Transactions on Machine Learning Research

SA-PEF: Step-Ahead Partial Error Feedback for Efficient Federated Learning

Dawit Kiros Redie, Reza Arablouei, Stefan Werner

Details Paper
2025

59th Asilomar Conference on Signals, Systems, and Computers

Enhancing Efficiency and Privacy in Federated Learning via Partial Model Sharing

Dawit Kiros Redie, Reza Arablouei, Stefan Werner

Details Paper
2023

Journal of Electronic Imaging

Oral cancer detection using transfer learning-based framework from histopathology images

Dawit Kiros Redie, Saurabh Bilgaiyan, Santwana Sagnika

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2022

Evolutionary Intelligence

Diagnosis of COVID-19 using chest X-ray images based on modified DarkCovidNet model

Dawit Kiros Redie, Abdulhakim Edao Sirko, Tensaie Melkamu Demissie, Semagn Sisay Teferi, Vimal Kumar Shrivastava, Om Prakash Verma, Tarun Kumar Sharma

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