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black-box black-box parallelization causal discovery causality communication-efficient corresponding projections decentralized deep learning DiSIEM distributed dynamic averaging explainable federated federated causal discovery federated learning flatness generalization interpretable learning theory loss surface machine learning neural networks parallelization relative flatness robustness theory of deep learning transfer learning unsupervised 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