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  Causality: Objectives and Assessment

Guyon, I., Janzing, D., & Schölkopf, B. (2010). Causality: Objectives and Assessment.

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http://proceedings.mlr.press/v6/guyon10a.html (Publisher version)
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 Creators:
Guyon, I, Author
Janzing, D1, 2, Author              
Schölkopf, B1, 2, Author              
Affiliations:
1Department Empirical Inference, Max Planck Institute for Biological Cybernetics, Max Planck Society, ou_1497795              
2Max Planck Institute for Biological Cybernetics, Max Planck Society, Spemannstrasse 38, 72076 Tübingen, DE, ou_1497794              

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 Abstract: The NIPS 2008 workshop on causality provided a forum for researchers from different horizons to share their view on causal modeling and address the difficult question of assessing causal models. There has been a vivid debate on properly separating the notion of causality from particular models such as graphical models, which have been dominating the field in the past few years. Part of the workshop was dedicated to discussing the results of a challenge, which offered a wide variety of applications of causal modeling. We have regrouped in these proceedings the best papers presented. Most lectures were videotaped or recorded. All information regarding the challenge and the lectures are found at http://www.clopinet.com/isabelle/Projects/NIPS2008/. This introduction provides a synthesis of the findings and a gentle introduction to causality topics, which are the object of active research.

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 Dates: 2010
 Publication Status: Published in print
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 Identifiers: BibTex Citekey: GuyonJS2008_2
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Title: NIPS 2008 Workshop: Causality: Objectives and Assessment
Place of Event: Whistler, BC, Canada
Start-/End Date: 2008-12-12

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Title: Causality: Objectives and Assessment
Source Genre: Proceedings
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Publ. Info: Cambridge, MA, USA : MIT Press
Pages: - Volume / Issue: - Sequence Number: - Start / End Page: 1 - 42 Identifier: -

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Title: JMLR Workshop and Conference Proceedings
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Pages: - Volume / Issue: 6 Sequence Number: - Start / End Page: - Identifier: -