Jekyll2023-02-08T10:42:07+00:00https://proceedings.mlr.press/v6/feed.xmlProceedings of Machine Learning ResearchProceedings of Workshop on Causality: Objectives and Assessment at NIPS 2008
Held in Whistler, Canada on 12 December 2008
Published as Volume 6 by the Proceedings of Machine Learning Research on 18 February 2010.
Volume Edited by:
Isabelle Guyon
Dominik Janzing
Bernhard Schölkopf
Series Editors:
Neil D. Lawrence
PMLRBeware of the DAG!2010-02-18T00:00:00+00:002010-02-18T00:00:00+00:00https://proceedings.mlr.press/v6/dawid10a[{"given"=>"A. Philip", "family"=>"Dawid"}]Causal learning without DAGs2010-02-18T00:00:00+00:002010-02-18T00:00:00+00:00https://proceedings.mlr.press/v6/duvenaud10a[{"given"=>"David", "family"=>"Duvenaud"}, {"given"=>"Daniel", "family"=>"Eaton"}, {"given"=>"Kevin", "family"=>"Murphy"}, {"given"=>"Mark", "family"=>"Schmidt"}]Causal Discovery as a Game2010-02-18T00:00:00+00:002010-02-18T00:00:00+00:00https://proceedings.mlr.press/v6/eberhardt10a[{"given"=>"Frederick", "family"=>"Eberhardt"}]Causality: Objectives and Assessment2010-02-18T00:00:00+00:002010-02-18T00:00:00+00:00https://proceedings.mlr.press/v6/guyon10a[{"given"=>"Isabelle", "family"=>"Guyon"}, {"given"=>"Dominik", "family"=>"Janzing"}, {"given"=>"Bernhard", "family"=>"Schölkopf"}]Sparse Causal Discovery in Multivariate Time Series2010-02-18T00:00:00+00:002010-02-18T00:00:00+00:00https://proceedings.mlr.press/v6/haufe10a[{"given"=>"Stefan", "family"=>"Haufe"}, {"given"=>"Klaus-Robert", "family"=>"Müller"}, {"given"=>"Guido", "family"=>"Nolte"}, {"given"=>"Nicole", "family"=>"Krämer"}]Structure Learning in Causal Cyclic Networks2010-02-18T00:00:00+00:002010-02-18T00:00:00+00:00https://proceedings.mlr.press/v6/itani10a[{"given"=>"Sleiman", "family"=>"Itani"}, {"given"=>"Mesrob", "family"=>"Ohannessian"}, {"given"=>"Karen", "family"=>"Sachs"}, {"given"=>"Garry P.", "family"=>"Nolan"}, {"given"=>"Munther A.", "family"=>"Dahleh"}]SIGNET: Boolean Rule Determination for Abscisic Acid Signaling2010-02-18T00:00:00+00:002010-02-18T00:00:00+00:00https://proceedings.mlr.press/v6/jenkins10a[{"given"=>"Jerry", "family"=>"Jenkins"}]Inference of Graphical Causal Models: Representing the Meaningful Information of Probability Distributions2010-02-18T00:00:00+00:002010-02-18T00:00:00+00:00https://proceedings.mlr.press/v6/lemeire10a[{"given"=>"Jan", "family"=>"Lemeire"}, {"given"=>"Kris", "family"=>"Steenhaut"}]Bayesian Algorithms for Causal Data Mining2010-02-18T00:00:00+00:002010-02-18T00:00:00+00:00https://proceedings.mlr.press/v6/mani10a[{"given"=>"Subramani", "family"=>"Mani"}, {"given"=>"Constantin F.", "family"=>"Aliferis"}, {"given"=>"Alexander", "family"=>"Statnikov"}]Causality Challenge: Benchmarking relevant signal components for effective monitoring and process control2010-02-18T00:00:00+00:002010-02-18T00:00:00+00:00https://proceedings.mlr.press/v6/mccann10a[{"given"=>"Michael", "family"=>"McCann"}, {"given"=>"Yuhua", "family"=>"Li"}, {"given"=>"Liam", "family"=>"Maguire"}, {"given"=>"Adrian", "family"=>"Johnston"}]