Felix Sattler
Felix Sattler
Verified email at hhi.fraunhofer.de
Title
Cited by
Cited by
Year
Robust and communication-efficient federated learning from non-iid data
F Sattler, S Wiedemann, KR Müller, W Samek
IEEE transactions on neural networks and learning systems 31 (9), 3400-3413, 2019
2062019
Sparse binary compression: Towards distributed deep learning with minimal communication
F Sattler, S Wiedemann, KR Müller, W Samek
2019 International Joint Conference on Neural Networks (IJCNN), 1-8, 2019
612019
Clustered federated learning: Model-agnostic distributed multitask optimization under privacy constraints
F Sattler, KR Müller, W Samek
IEEE Transactions on Neural Networks and Learning Systems, 2020
452020
Risk estimation of SARS-CoV-2 transmission from bluetooth low energy measurements
F Sattler, J Ma, P Wagner, D Neumann, M Wenzel, R Schäfer, W Samek, ...
NPJ digital medicine 3 (1), 1-4, 2020
142020
On the byzantine robustness of clustered federated learning
F Sattler, KR Müller, T Wiegand, W Samek
ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020
82020
Trends and advancements in deep neural network communication
F Sattler, T Wiegand, W Samek
arXiv preprint arXiv:2003.03320, 2020
22020
Deepcabac: Plug & Play Compression of Neural Network Weights and Weight Updates
D Neumann, F Sattler, H Kirchhoffer, S Wiedemann, K Müller, H Schwarz, ...
2020 IEEE International Conference on Image Processing (ICIP), 21-25, 2020
12020
Black Box Optimization using Recurrent Neural Networks
P Chormai, F Sattler, R Holca-Lammare
12017
Concepts for distributed learning of neural networks and/or transmission of parameterization updates therefor
W SAMEK, S WIEDEMANN, F SATTLER, KR Müller, T Wiegand
US Patent App. 17/096,887, 2021
2021
FedAUX: Leveraging Unlabeled Auxiliary Data in Federated Learning
F Sattler, T Korjakow, R Rischke, W Samek
arXiv preprint arXiv:2102.02514, 2021
2021
Communication-Efficient Federated Distillation
F Sattler, A Marban, R Rischke, W Samek
arXiv preprint arXiv:2012.00632, 2020
2020
Clustered Federated Learning
F Sattler, KR Müller, W Samek
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