Search Results for author: Yaniv Tenzer

Found 3 papers, 1 papers with code

Testing Independence under Biased Sampling

1 code implementation12 Dec 2019 Yaniv Tenzer, Micha Mandel, Or Zuk

In some applications, data are subject to selection bias that causes dependence between observations even when it is absent from the population.


Beyond Trees: Classification with Sparse Pairwise Dependencies

no code implementations6 Jun 2018 Yaniv Tenzer, Amit Moscovich, Mary Frances Dorn, Boaz Nadler, Clifford Spiegelman

The resulting classifier is linear in the log-transformed univariate and bivariate densities that correspond to the tree edges.

Classification General Classification

Speedy Model Selection (SMS) for Copula Models

no code implementations26 Sep 2013 Yaniv Tenzer, Gal Elidan

We tackle the challenge of efficiently learning the structure of expressive multivariate real-valued densities of copula graphical models.

Model Selection

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