2019
Correlated bandits or: How to minimize mean-squared error online
ICML 2019oral
While the objective in traditional multi-armed bandit problems is to find the arm with the highest mean, in many settings, finding an arm that best captures information about other arms is of interest. This objective, however, requires learning the underlying correlation structure and not just the m…