Lu-Hui Zheng

Isolating the Impact of Dimensionality on Bandit Regret via Fixed-Gap Gaussian Environments

It is suggested that standard strategies need structural changes, like subsampling, to work efficiently in large-scale environments to handle a massive number of sub-optimal arms.