A Second-Order Method for Stochastic Bandit Convex Optimisation

Lattimore, Tor, György, András

arXiv.org Artificial Intelligence 

The main contribution is the following regret guarantee for a simple algorithm for which the computation per round is dominated by finding the eigendecomposition of a d d matrix.

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