Publications

black-box parallelization chemistry communication-efficient convex optimization corresponding projections decentralized deep learning DiSIEM distributed dynamic averaging embedded federated learning flatness generalization industry 4.0 learning theory loss surface machine learning neural networks parallelization privacy relative flatness robustness SIEM smart production theory of deep learning transfer learning unsupervised user behavior modelling visualization

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2018

Giesselbach, Sven; Ullrich, Katrin; Kamp, Michael; Paurat, Daniel; Gärtner, Thomas

Corresponding Projections for Orphan Screening (Workshop)

Proceedings of the ML4H workshop at NeurIPS, 2018.

(Links | BibTeX | Tags: corresponding projections, transfer learning, unsupervised)

2017

Ullrich, Katrin; Kamp, Michael; Gärtner, Thomas; Vogt, Martin; Wrobel, Stefan

Co-regularised support vector regression (Inproceedings)

In: Joint European Conference on Machine Learning and Knowledge Discovery in Databases, pp. 338–354, Springer 2017.

(Links | BibTeX | Tags: co-regularization, transfer learning, unsupervised)