Automated Kernel Search for Gaussian Processes on Data Streams.

Jan David Hüwel Fabian Berns Christian Beecks

Published in: IEEE BigData (2021)

Keyphrases

gaussian processes
data streams
gaussian process
gaussian process regression
covariance function
multi task learning
search space
hyperparameters
gaussian process models
sliding window
graph kernels
human pose estimation
relevance vector machine
multi task
model selection
machine learning
data sets