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02/03/2022
Variational Nearest Neighbor Gaussian Processes
Variational approximations to Gaussian processes (GPs) typically use a s...
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02/28/2021
Hierarchical Inducing Point Gaussian Process for Inter-domain Observations
We examine the general problem of inter-domain Gaussian Processes (GPs):...
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11/06/2018
A Novel Variational Family for Hidden Nonlinear Markov Models
Latent variable models have been widely applied for the analysis and vis...
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11/23/2015
