582 citations · 1.2k across the 18 of their papers we have counts for
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cs.MS2012★ 2 cited
Bayes Blocks: An Implementation of the Variational Bayesian Building Blocks Framework
Markus Harva, Tapani Raiko, Antti Honkela +2
A software library for constructing and learning probabilistic models is presented. The library offers a set of building blocks from which a large variety of static and dynamic mod…
cs.AI2012★ 2 cited
'Say EM' for Selecting Probabilistic Models for Logical Sequences
Kristian Kersting, Tapani Raiko
Many real world sequences such as protein secondary structures or shell logs exhibit a rich internal structures. Traditional probabilistic models of sequences, however, consider se…