Concepedia

Author

Roman Rischke

Fraunhofer Institute for Telecommunications, Heinrich Hertz InstituteORCID

Also Known As

R. Rischke, Rischke, Roman, Roman Rischke

20

Publications

249

Citations

8

H-Index

34

Concepts

All Affiliations

Fraunhofer Institute for Telecommunications, Heinrich Hertz InstituteCharité - Universitätsmedizin Berlin
RR

About

Roman Rischke is an author at Fraunhofer Institute for Telecommunications, Heinrich Hertz Institute specializing in machine learning, engineering, and computer science.

Top Concepts

#ConceptH-IndexPublicationsCitations

1

Engineering

5

5

199

2

Computer Science

4

4

166

3

Computer Engineering

2

2

105

4

Education

1

1

48

5

Health Sciences

1

1

33

Roman Rischke

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6

Publications

212

Citations

6

H-Index

YearCitations

CFD: Communication-Efficient Federated Distillation via Soft-Label Quantization and Delta Coding

Felix Sattler, Arturo Marbán, Roman Rischke,

IEEE Transactions on Network Science and Engineering

2021

72

Federated Learning in Dentistry: Chances and Challenges

Roman Rischke, Lisa Schneider, K. Müller,

Journal of Dental Research

2022

48

Intra Picture Prediction for Video Coding with Neural Networks

Philipp Helle, Jonathan Pfaff, Michael Schäfer,

2019

33

Federated vs Local vs Central Deep Learning of Tooth Segmentation on Panoramic Radiographs

Lisa Schneider, Roman Rischke, Joachim Krois,

Journal of Dentistry

2023

33

Communication-Efficient Federated Distillation

Felix Sattler, Arturo Marbán, Roman Rischke,

arXiv (Cornell University)

2020

13

Optimal algorithms for scheduling under time-of-use tariffs

Lin Chen, Nicole Megow, Roman Rischke,

Annals of Operations Research

2021

13

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