Jonas Klotz

Technische Universität Berlin
Big Data Analytics for Earth Observation (RSiM)

Franklinstraße 28/29, 10587 Berlin
https://rsim.berlin/

Jonas Klotz

Doctoral Researcher

Affiliation: BIFOLD

Jonas Klotz received the M.Sc. degree in computer science from Technische Universität (TU) Berlin, Berlin, Germany, in 2024. He is currently working toward the Ph.D. degree in machine learning with the Berlin Institute for the Foundations of Learning and Data, Remote Sensing and Image Analysis Group, Berlin, Germany.

Earth Observation and Explainable AI.

Barış Büyüktaş, Jonas Klotz, Begüm Demir

FedX: Explanation-Guided Pruning for Communication-Efficient Federated Learning in Remote Sensing

August 08, 2025

https://doi.org/10.48550/arXiv.2508.06256

Jonas Klotz, Tom Burgert, Begüm Demir

On the Effectiveness of Methods and Metrics for Explainable AI in Remote Sensing Image Scene Classification

July 08, 2025

https://doi.org/10.48550/arXiv.2507.05916

Jonas Klotz, Barış Büyüktaş, Begüm Demir

Communication-Efficient Federated Learning Based on Explanation-Guided Pruning for Remote Sensing Image Classification

January 20, 2025

https://arxiv.org/pdf/2501.11493

Jonas Klotz

Jonas Klotz

RESEARCH INTERESTS

PUBLICATIONS

FedX: Explanation-Guided Pruning for Communication-Efficient Federated Learning in Remote Sensing

On the Effectiveness of Methods and Metrics for Explainable AI in Remote Sensing Image Scene Classification

Communication-Efficient Federated Learning Based on Explanation-Guided Pruning for Remote Sensing Image Classification