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  Causality: Objectives and Assessment

Guyon, I., Janzing, D., & Schölkopf, B. (2008). Causality: Objectives and Assessment. In JMLR Workshop and Conference Proceedings: Volume 6 (pp. 1-42). Cambridge, MA, USA: MIT Press.

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Item Permalink: https://hdl.handle.net/11858/00-001M-0000-0013-C62D-4 Version Permalink: https://hdl.handle.net/11858/00-001M-0000-0013-C62E-2
Genre: Conference Paper

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 Creators:
Guyon, I, Author
Janzing, D1, Author           
Schölkopf, B2, Author           
Guyon, Editor
I., Editor
Janzing, D., Editor
Schölkopf, B., Editor
Affiliations:
1Department Empirical Inference, Max Planck Institute for Biological Cybernetics, Max Planck Society, ou_1497795              
2Department Empirical Inference, Max Planck Institute for Biological Cybernetics, Max Planck Society, ou_1497795              

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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: 2008-12
 Publication Status: Issued
 Pages: -
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 Identifiers: URI: http://jmlr.csail.mit.edu/proceedings/papers/v6/guyon10a.html
BibTex Citekey: GuyonJS2008_2
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Title: Causality: Objectives and Assessment (NIPS 2008 Workshop)
Place of Event: Whistler, Canada
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Title: JMLR Workshop and Conference Proceedings: Volume 6
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: -