198 citations · 959 across the 31 of their papers we have counts for
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cs.AI2012★ 38 cited
Asymptotic Model Selection for Naive Bayesian Networks
Dmitry Rusakov, Dan Geiger
We develop a closed form asymptotic formula to compute the marginal likelihood of data given a naive Bayesian network model with two hidden states and binary features. This formula…
cs.AI2012
Factorization of Discrete Probability Distributions
Dan Geiger, Christopher Meek, Bernd Sturmfels
We formulate necessary and sufficient conditions for an arbitrary discrete probability distribution to factor according to an undirected graphical model, or a log-linear model, or…