Adaptation to Misspecified Kernel Regularity in Kernelised Bandits.
Yusha LiuAarti SinghPublished 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