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  Avoiding Discrimination through Causal Reasoning

Kilbertus, N., Rojas-Carulla, M., Parascandolo, G., Hardt, M., Janzing, D., & Schölkopf, B. (2017). Avoiding Discrimination through Causal Reasoning. In I. Guyon, U. von Luxburg, S. Bengio, H. Wallach, R. Fergus, S. Vishwanathan, et al. (Eds.), Advances in Neural Information Processing Systems 30 (pp. 656-666). Curran Associates, Inc. Retrieved from https://papers.nips.cc/paper/6668-avoiding-discrimination-through-causal-reasoning.pdf.

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Item Permalink: https://hdl.handle.net/21.11116/0000-0000-FEAB-2 Version Permalink: https://hdl.handle.net/21.11116/0000-0000-FEAC-1
Genre: Conference Paper

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 Creators:
Kilbertus, N.1, Author           
Rojas-Carulla, M.1, Author           
Parascandolo, G.1, Author           
Hardt, M.2, Author
Janzing, D.1, Author           
Schölkopf, B1, Author           
Affiliations:
1Dept. Empirical Inference, Max Planck Institute for Intelligent Systems, Max Planck Society, ou_1497647              
2External Organizations, ou_persistent22              

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Free keywords: Abt. Schölkopf
 Abstract: -

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Language(s): eng - English
 Dates: 2017-12
 Publication Status: Published online
 Pages: -
 Publishing info: -
 Table of Contents: -
 Rev. Type: -
 Identifiers: BibTex Citekey: Kilbertusetal17
URI: https://papers.nips.cc/paper/6668-avoiding-discrimination-through-causal-reasoning.pdf
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Title: 31st Conference on Neural Information Processing Systems (NIPS 2017)
Place of Event: Long Beach, CA, USA
Start-/End Date: 2017-12-04 - 2017-12-09

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Title: Advances in Neural Information Processing Systems 30
Source Genre: Proceedings
 Creator(s):
Guyon, I.1, Editor
von Luxburg, U.2, Editor           
Bengio, S., Editor
Wallach, H., Editor
Fergus, R., Editor
Vishwanathan, S., Editor
Garnett, S., Editor
Affiliations:
1 External Organizations, ou_persistent22            
2 Research Group Machines Learning Theory, Max Planck Institute for Intelligent Systems, Max Planck Society, ou_1497665            
Publ. Info: Curran Associates, Inc.
Pages: - Volume / Issue: 30 Sequence Number: - Start / End Page: 656 - 666 Identifier: URI: https://papers.nips.cc/book/advances-in-neural-information-processing-systems-30-2017