Optimized Federated Learning on Class-Biased Distributed Data Sources

Communications in computer and information science, pp. 146–158

Authors 6

1. Yongli Mou corresponding Aachen Chair of Computer Science 5

   RWTH Aachen University

   Affiliation as printed

   Chair of Computer Science 5, Information Systems and Databases, RWTH Aachen University, Aachen, Germany

2. Jiahui Geng

   University of Stavanger

   Affiliation as printed

   Department of Electrical Engineering and Computer Science, University of Stavanger, Stavanger, Norway

3. Sascha Welten Aachen Chair of Computer Science 5

   RWTH Aachen University

   Affiliation as printed

   Chair of Computer Science 5, Information Systems and Databases, RWTH Aachen University, Aachen, Germany

4. Chunming Rong

   University of Stavanger

   Affiliation as printed

   Department of Electrical Engineering and Computer Science, University of Stavanger, Stavanger, Norway

5. Stefan Decker Aachen Chair of Computer Science 5

   Fraunhofer Institute for Applied Information Technology · RWTH Aachen University

   Affiliation as printed

   Chair of Computer Science 5, Information Systems and Databases, RWTH Aachen University, Aachen, Germany

   Fraunhofer Institute for Applied Information Technology (FIT), Sankt Augustin, Germany

6. Oya Beyan

   University of Cologne · Fraunhofer Institute for Applied Information Technology · University Hospital Cologne

   Affiliation as printed

   Faculty of Medicine and University Hospital Cologne, Institute for Medical Informatics, University of Cologne, Cologne, Germany

   Fraunhofer Institute for Applied Information Technology (FIT), Sankt Augustin, Germany