Scalable Gaussian Processes with Billions of Inducing Inputs via Tensor Train Decomposition.

Pavel Izmailov Alexander Novikov Dmitry Kropotov

Published in: AISTATS (2018)

Keyphrases

gaussian processes
gaussian process
gaussian process regression
high order
higher order
multi task learning
preference learning
multi task
covariance function
gaussian process models
human pose estimation
upper bound
multi class
regression model
latent variables
hyperparameters