Publications

averaging black-box black-box parallelization communication-efficient corresponding projections decentralized deep learning DiSIEM distributed dynamic averaging embedded exponential family federated learning flatness FPGA generalization industry 4.0 kernel methods learning theory loss surface machine learning neural networks parallelization privacy robustness SIEM 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)