Optimal Order Simple Regret for Gaussian Process Bandits.

Sattar Vakili Nacime Bouziani Sepehr Jalali Alberto Bernacchia Da-Shan Shiu

Published in: NeurIPS (2021)

Keyphrases

gaussian process
gaussian processes
worst case
gaussian process classification
lower bound
regression model
incremental learning
gaussian process regression
learning algorithm
optimal solution
online learning
closed form
latent variables
multi armed bandit