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Information-geometric approach to inferring causal directions
Authors: Janzing, D.; Mooij, J.; Zhang, K.; Lemeire, J.; Zscheischler, J.; Daniusis, P.; Steudel, B.; Schölkopf, B.
Date of Publication (YYYY-MM-DD): 2012
Title of Journal: Artificial Intelligence
Volume: 182/183
Start Page: 1
End Page: 31
Document Type: Article
ID: 645570.0


Inferring deterministic causal relations
Editors: Grünwald, P.; Spirtes, P.
Authors: Daniusis, P.; Janzing, D.; Mooij, J.; Zscheischler, J.; Steudel, B.; Zhang, K.; Schölkopf, B.
Date of Publication (YYYY-MM-DD): 2010-07
Title of Proceedings: Uncertainty in Artificial Intelligence: Proceedings of the Twenty-Sixth Conference (UAI 2010)
Start Page: 143
End Page: 150
Document Type: Conference-Paper
ID: 548488.0


Causal Markov condition for submodular information measures
Editors: Kalai, A. T.; Mohri, M.
Authors: Steudel, B.; Janzing, D.; Schölkopf, B.
Date of Publication (YYYY-MM-DD): 2010-06
Title of Proceedings: COLT 2010: The 23rd Annual Conference on Learning Theory
Start Page: 464
End Page: 476
Document Type: Conference-Paper
ID: 548310.0


Justifying Additive Noise Model-Based Causal Discovery via Algorithmic Information Theory
Authors: Janzing, D.; Steudel, B.
Date of Publication (YYYY-MM-DD): 2010-06
Title of Journal: Open Systems and Information Dynamics
Volume: 17
Issue / Number: 2
Start Page: 189
End Page: 212
Document Type: Article
ID: 548381.0


Justifying additive noise model-based causal discovery via algorithmic information theory
Authors: Janzing, D.; Steudel, B.
Date of Publication (YYYY-MM-DD): 2010
Title of Journal: Open Systems & Information Dynamics
Volume: 17
Issue / Number: 2
Start Page: 189
End Page: 212
Document Type: Article
ID: 542260.0