Publications

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2018

Kamp, Michael; Adilova, Linara; Sicking, Joachim; Hüger, Fabian; Schlicht, Peter; Wirtz, Tim; Wrobel, Stefan

Efficient Decentralized Deep Learning by Dynamic Model Averaging (Inproceedings)

In: Machine Learning and Knowledge Discovery in Databases, Springer, 2018.

(Abstract | Links | BibTeX | Tags: decentralized, deep learning, federated learning)

2017

Kamp, Michael; Boley, Mario; Missura, Olana; Gärtner, Thomas

Effective Parallelisation for Machine Learning (Inproceedings)

In: Advances in Neural Information Processing Systems, pp. 6480–6491, 2017.

(Abstract | Links | BibTeX | Tags: decentralized, distributed, machine learning, parallelization, radon)