6
Publications
212
Citations
6
H-Index
2019
Active since
Roman Rischke is an author at Fraunhofer Institute for Telecommunications, Heinrich Hertz Institute specializing in machine learning, engineering, and computer science.
Top concepts
EngineeringMachine LearningData ScienceComputer ScienceFederated LearningKnowledge DiscoveryDistributed LearningData MiningDeep LearningImage Analysis
Publications per year
2019–2023
6
6
CFD: Communication-Efficient Federated Distillation via Soft-Label Quantization and Delta Coding
Felix Sattler, Arturo Marbán, Roman Rischke et al. · IEEE Transactions on Network Science and Engineering · 2021 · 72 citations · Full text
Artificial Intelligence, Communication Constraints, Process Intensification +14
Federated Learning in Dentistry: Chances and Challenges
Roman Rischke, Lisa Schneider, K. Müller et al. · Journal of Dental Research · 2022 · 48 citations · Full text
Intra Picture Prediction for Video Coding with Neural Networks
Philipp Helle, Jonathan Pfaff, Michael Schäfer et al. · 2019 · 33 citations
Communication-Efficient Federated Distillation
Felix Sattler, Arturo Marbán, Roman Rischke et al. · arXiv (Cornell University) · 2020 · 13 citations · Full text
Communication Constraints, Process Intensification, Engineering +15
Rows per page
1–5 of 6