Search Results for author: Yonatan Halpern

Found 2 papers, 0 papers with code

Discovering Hidden Variables in Noisy-Or Networks using Quartet Tests

no code implementations NeurIPS 2013 Yacine Jernite, Yonatan Halpern, David Sontag

We show that the existence of such a quartet allows us to uniquely identify each latent variable and to learn all parameters involving that latent variable.

Unsupervised Learning of Noisy-Or Bayesian Networks

no code implementations26 Sep 2013 Yonatan Halpern, David Sontag

This paper considers the problem of learning the parameters in Bayesian networks of discrete variables with known structure and hidden variables.

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