Dawit Kiros Redie - NTNU

About

Pushing myself to dive deeper into machine learning research to keep up with the evolving demands of the field.

Publications

Oral cancer detection using transfer learning-based framework from histopathology images- 2023

Diagnosis of COVID-19 using chest X-ray images based on modified DarkCovidNet model - 2021

2026

Redie, Dawit Kiros; Arablouei, Reza; Werner, Stefan. (2026) SA-PEF: Step-Ahead Partial Error Feedback for Efficient Federated Learning. Transactions on Machine Learning Research (TMLR)
Academic article

2025

Redie, Dawit Kiros; Arablouei, Reza; Buvarp, Anders; Werner, Stefan. (2025) Enhancing Efficiency and Privacy in Federated Learning via Partial Model Sharing.
Academic chapter

Journal publications

Redie, Dawit Kiros; Arablouei, Reza; Werner, Stefan. (2026) SA-PEF: Step-Ahead Partial Error Feedback for Efficient Federated Learning. Transactions on Machine Learning Research (TMLR)
Academic article

Part of book/report

Redie, Dawit Kiros; Arablouei, Reza; Buvarp, Anders; Werner, Stefan. (2025) Enhancing Efficiency and Privacy in Federated Learning via Partial Model Sharing.
Academic chapter

Teaching

TA for TTT4275 - Estimation, Detection and Classification

TA for TTT4120 - Digital Signal Processing