Geodesic
Marginalization in models generated by compositional expressions
Kybernetika, Tome 51 (2015) no. 4, pp. 541-570.

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In the framework of models generated by compositional expressions, we solve two topical marginalization problems (namely, the single-marginal problem and the marginal-representation problem) that were solved only for the special class of the so-called “canonical expressions”. We also show that the two problems can be solved “from scratch” with preliminary symbolic computation.
DOI : 10.14736/kyb-2015-4-0541
Classification : 05C65, 05C85, 60E99, 65C50, 68T37
Keywords: compositional expression; compositional model; marginalization; syntax tree 
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     title = {Marginalization in models generated by compositional expressions},
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     volume = {51},
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Malvestuto, Francesco M. Marginalization in models generated by compositional expressions. Kybernetika, Tome 51 (2015) no. 4, pp. 541-570. doi : 10.14736/kyb-2015-4-0541. http://geodesic.mathdoc.fr/articles/10.14736/kyb-2015-4-0541/

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