Improved Self-Normalized Concentration in Hilbert Spaces: Sublinear Regret for GP-UCB.

Justin Whitehouse Zhiwei Steven Wu Aaditya Ramdas

Published in: CoRR (2023)

Keyphrases

hilbert spaces
hilbert space
bandit problems
multi armed bandit
variational inequalities
similarity measure
pairwise
np hard
dynamic programming