Causal Inference by Choosing Graphs with Most Plausible Markov Kernels - researchr publication related

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Xiaohai Sun, Dominik Janzing, Bernhard Schölkopf. Causal Inference by Choosing Graphs with Most Plausible Markov Kernels. In International Symposium on Artificial Intelligence and Mathematics (ISAIM 2006), Fort Lauderdale, Florida, USA, January 4-6, 2006. 2006. [doi]

The following publications are possibly variants of this publication:

Causal inference using the algorithmic Markov conditionDominik Janzing, Bernhard Schölkopf. TIT, 56(10):5168-5194, 2010. [doi]

Exploring the causal order of binary variables via exponential hierarchies of Markov kernelsXiaohai Sun, Dominik Janzing. esann 2007: 465-470 [doi]

Causal Markov Condition for Submodular Information MeasuresBastian Steudel, Dominik Janzing, Bernhard Schölkopf. colt 2010: 464-476 [doi]

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