Causality for Machine Learning

Author:

Schölkopf Bernhard1

Affiliation:

1. Max Planck Institute for Intelligent Systems

Publisher

ACM

Reference139 articles.

1. AUTONOMY

2. I. Asimov. 1951. Foundation. Gnome Press New York. I. Asimov. 1951. Foundation . Gnome Press New York.

3. Transportability from multiple environments with limited experiments: Completeness results;Bareinboim E.;Advances in Neural Information Processing Systems,2014

4. Bandits with unobserved confounders: A causal approach;Bareinboim E.;Advances in Neural Information Processing Systems,2015

5. S. Bauer , B. Schölkopf , and J. Peters . 2016. The arrow of time in multivariate time series . In Proceedings of the 33rd International Conference on Machine Learning , Vol. 48 . JMLR Workshop and Conference Proceedings , 2043 –2051. S. Bauer, B. Schölkopf, and J. Peters. 2016. The arrow of time in multivariate time series. In Proceedings of the 33rd International Conference on Machine Learning, Vol. 48. JMLR Workshop and Conference Proceedings, 2043–2051.

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