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12/18/2022
Faithful Heteroscedastic Regression with Neural Networks
Heteroscedastic regression models a Gaussian variable's mean and varianc...
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06/08/2020
Variational Variance: Simple and Reliable Predictive Variance Parameterization
An often overlooked sleight of hand performed with variational autoencod...
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05/28/2019
A New Distribution on the Simplex with Auto-Encoding Applications
We construct a new distribution for the simplex using the Kumaraswamy di...
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12/03/2018