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The Expxorcist: Nonparametric Graphical Models Via Conditional Exponential Densities

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...

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Bibliografiske detaljer
Udgivet i:Adv Neural Inf Process Syst
Main Authors: Suggala, Arun Sai, Kolar, Mladen, Ravikumar, Pradeep
Format: Artigo
Sprog:Inglês
Udgivet: 2017
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC6411086/
https://ncbi.nlm.nih.gov/pubmed/30867622
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