Direct Learning of Sparse Changes in Markov Networks by Density Ratio Estimation

Song Liu, John A. Quinn, Michael U. Gutmann, Masashi Sugiyama. Direct Learning of Sparse Changes in Markov Networks by Density Ratio Estimation. In Hendrik Blockeel, Kristian Kersting, Siegfried Nijssen, Filip Zelezný, editors, Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2013, Prague, Czech Republic, September 23-27, 2013, Proceedings, Part II. Volume 8189 of Lecture Notes in Computer Science, pages 596-611, Springer, 2013. [doi]

Abstract

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