Adaptation to Misspecified Kernel Regularity in Kernelised Bandits.

Yusha Liu Aarti Singh

Published in: AISTATS (2023)

Keyphrases

kernel function
kernel methods
support vector
kernel regression
convolution kernel
partial least squares regression
feature space

upper bound
sparse kernel
dynamic adaptation
graph kernels
multi armed bandits
mutual subspace method
adaptation strategies

kernel space
case based planning
adaptation process
positive definite
database
kernel machines

component analysis
multiple kernel learning
kernel matrix
least squares
case study
machine learning