Yangbo He, Jinzhu jia, bin Yu, Reversible MCMC on Markov equivalence classes of sparse directed acyclic graphs, The Annals of Statistics , Vol. 41, No. 1, 1742–1779 DOI: 10.1214/13-AOS1125,2013 |
20130912100121.pdf |
Yangbo He, Zhi geng, Active Learning of Causal Networks with Intervention Experiments and Optimal Designs, Journal of Machine Learning Research 9 (2008) 2523-2547,(论文下载:http://jmlr.csail.mit.edu/papers/v9)(相关算法实验R程序下载ftp://162.105.69.120/teachers/heyb/JMLR/code.zip) |
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Pricing local search engines for company websites,Electronic Commerce Research and Applications 7 (2008) 423–431 |
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Learning Causal Structures Based on Markov Equivalence Class, ALT 2005, LNAI 3734,pp. 92–106, 2005. |
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Molecular analysis of early rice stamen development using organ-specific gene expression profiling,Plant Mol Biol (2006) 61:845–861 |
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An Approach to Mining Local Causal Relationships from Databases,ADMA , LNAI 3584, pp. 51–58, 2005. |
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Supplement to “Reversible MCMC on Markov equivalence classes of sparse directed acyclic graphs” |
20130304150800.pdf |
He, Yangbo and Jia, Jinzhu and Yu, Bin(2015), Counting and Exploring Sizes of Markov Equivalence Classes of Directed Acyclic Graphs,Journal of Machine Learning Research,16, 2589–2609 |