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Found 3 papers, 1 papers with code
Beyond Trees: Classification with Sparse Pairwise Dependencies
The resulting classifier is linear in the log-transformed univariate and bivariate densities that correspond to the tree edges.
Speedy Model Selection (SMS) for Copula Models
We tackle the challenge of efficiently learning the structure of expressive multivariate real-valued densities of copula graphical models.
Testing Independence under Biased Sampling
In some applications, data are subject to selection bias that causes dependence between observations even when it is absent from the population.
Methodology
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