Contributed Talk
in
Workshop: Advances in Modeling and Learning Interactions from Complex Data
The Expxorcist: Nonparametric Graphical Models Via Conditional Exponential Densities
Arun Suggala
[
Abstract
]
Abstract:
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.
Live content is unavailable. Log in and register to view live content