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black-box black-box parallelization causality CKD communication-efficient corresponding projections deep learning DiSIEM distributed dynamic averaging federated federated causal discovery federated learning flatness generalization interpretable learning theory machine learning medicine nephrology neural networks parallelization relative flatness robustness semi-supervised theory of deep learning transfer learning visual analytics visualization XAI

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2018

Giesselbach, Sven; Ullrich, Katrin; Kamp, Michael; Paurat, Daniel; GĂ€rtner, Thomas

Corresponding Projections for Orphan Screening Workshop

Proceedings of the ML4H workshop at NeurIPS, 2018.

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

Corresponding Projections for Orphan Screening

2017

Ullrich, Katrin; Kamp, Michael; GĂ€rtner, Thomas; Vogt, Martin; Wrobel, Stefan

Co-regularised support vector regression Proceedings Article

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

Co-regularised support vector regression