Causality: Objectives and Assessment

Guyon, I; Janzing, D; Schölkopf, B

Local TagsRelease HistoryDetailsSummary

Causality: Objectives and Assessment

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

Item is Released

show all hide all

Basic

show hide

Item Permalink: https://hdl.handle.net/11858/00-001M-0000-0013-C62D-4 Version Permalink: https://hdl.handle.net/21.11116/0000-0003-A0E7-3

Genre: Proceedings

Files

show Files

Locators

show

hide

Locator:
http://proceedings.mlr.press/v6/guyon10a.html (Publisher version) Open Access status unknown

Description:
-

OA-Status:

Creators

show

hide

Creators:
Guyon, I, Author
Janzing, D^{1, 2}, Author
Schölkopf, B^{1, 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

Content

show

hide

Free keywords: -

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.

Details

show

hide

Language(s):

Dates: Date issued: 2010

Publication Status: Issued

Pages: -

Publishing info: -

Table of Contents: -

Rev. Type: -

Identifiers: BibTex Citekey: GuyonJS2008_2

Degree: -

Event

show

hide

Title: NIPS 2008 Workshop: Causality: Objectives and Assessment

Place of Event: Whistler, BC, Canada

Start-/End Date: 2008-12-12

Legal Case

show

Project information

show

Source 1

show

hide

Title: Causality: Objectives and Assessment

Source Genre: Proceedings

Creator(s):

Affiliations:

Publ. Info: Cambridge, MA, USA : MIT Press

Pages: - Volume / Issue: - Sequence Number: - Start / End Page: 1 - 42 Identifier: -

Source 2

show

hide

Title: JMLR Workshop and Conference Proceedings

Source Genre: Series

Creator(s):

Affiliations:

Publ. Info: -

Pages: - Volume / Issue: 6 Sequence Number: - Start / End Page: - Identifier: -