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06/06/2023
Asymptotics of Bayesian Uncertainty Estimation in Random Features Regression
In this paper we compare and contrast the behavior of the posterior pred...
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11/11/2019
Bayesian Non-Parametric Factor Analysis for Longitudinal Spatial Surfaces
We introduce a Bayesian non-parametric spatial factor analysis model wit...
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08/24/2019
Scalable Modeling of Spatiotemporal Data using the Variational Autoencoder: an Application in Glaucoma
As big spatial data becomes increasingly prevalent, classical spatiotemp...
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11/27/2018
A spatially varying change points model for monitoring glaucoma progression using visual field data
Glaucoma disease progression, as measured by visual field (VF) data, is ...
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05/29/2018
