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The Expxorcist: Nonparametric Graphical Models Via Conditional Exponential Densities
Arun Suggala

Fri Dec 08 04:35 PM -- 04:55 PM (PST) @ None

Non-parametric multivariate density estimation faces strong statistical and computational bottlenecks, and the more practical approaches impose near-parametric assumptions on the form of the density functions. In this paper, we leverage recent developments to propose a class of non-parametric models which have very attractive computational and statistical properties.

Author Information

Arun Suggala (Carnegie Mellon University)

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