Publications

batch normalization biology black-box black-box parallelization co-regularization communication-efficient corresponding projections decentralized deep learning DiSIEM distributed distributed learning dynamic averaging FedDC federated learning flatness generalization learning theory loss surface machine learning neural networks parallelization resource-efficient robustness security small transfer learning uncertainty unsupervised 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)