Parallell interacting MCMC for learning of topologies of graphical models

Author:

Corander Jukka,Ekdahl Magnus,Koski Timo

Publisher

Springer Science and Business Media LLC

Subject

Computer Networks and Communications,Computer Science Applications,Information Systems

Reference45 articles.

1. Andersson SA, Madigan D, Perlman MD (1996) An alternative Markov property for chain graphs. In: Uncertainty in artificial intelligence: proceedings of the twelfth conference. Morgan Kaufmann, San Francisco, pp 40–48

2. Andersson SA, Madigan D and Perlman MD (1997). A characterization of Markov equivalence classes for acyclic digraphs. Ann Statist 25: 505–541

3. Andersson SA, Madigan D and Perlman MD (2001). Alternative Markov properties for chain graphs. Scand J Stat 28: 33–85

4. Chickering DM (1995) A transformational characterization of equivalent Bayesian network structures. In: Uncertainty in artificial intelligence: proceedings of the eleventh conference. Morgan Kaufmann, San Francisco, pp 87–98

5. Chickering DM (2002a). Learning equivalence classes of Bayesian network structures. J Mach Learn Res 2: 445–498

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