2023
Adaptation to Misspecified Kernel Regularity in Kernelised Bandits
AISTATS 2023poster
In continuum-armed bandit problems where the underlying function resides in a reproducing kernel Hilbert space (RKHS), namely, the kernelised bandit problems, an important open problem remains of how well learning algorithms can adapt if the regularity of the associated kernel function is unknown. I…