USP paired with VAW delivers O(log^3 T) regret for marginally stable linear dynamical systems with asymmetric hidden matrices.
Relative loss bounds for on-line density estimation with the exponential family of distributions.Machine Learning, 43(3):211–246
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The Power of Second Order Methods for Sequence Preconditioning
USP paired with VAW delivers O(log^3 T) regret for marginally stable linear dynamical systems with asymmetric hidden matrices.