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Measuring the robustness of Gaussian processes to kernel choice.
William T. Stephenson
Soumya Ghosh
Tin D. Nguyen
Mikhail Yurochkin
Sameer K. Deshpande
Tamara Broderick
Published in:
AISTATS (2022)
Keyphrases
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gaussian processes
gaussian process
kernel parameters
gaussian process regression
graph kernels
covariance function
relevance vector machine
multi task learning
gaussian process models
multi task
human pose estimation
probability distribution
higher order
hyperparameters
text classification
learning experience