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Activity Number: 272 - Statistical Learning for Complex and High-Dimensional Data
Type: Invited
Date/Time: Tuesday, July 30, 2019 : 8:30 AM to 10:20 AM
Sponsor: IMS
Abstract #300214
Title: Estimation and Inversion of Generative Networks
Author(s): John Lafferty*
Companies: Yale University
Keywords: deep learning; GAN; variational autoencoder; copula; inverse problem; latent variable models

We present recent results on estimation and inversion of generative networks, which can be viewed as alternatives to copula-based models for multivariate data with mixed continuous and categorial variables.

Authors who are presenting talks have a * after their name.

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