The authors design a functional mirror descent for reproducing kernel Banach spaces and prove conditional linear and O(1/√t) convergence, with a finite-center p-norm RKBS instantiation.
Stephen Boyd and Lieven Vandenberghe
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Mirror Descent on Reproducing Kernel Banach Spaces
The authors design a functional mirror descent for reproducing kernel Banach spaces and prove conditional linear and O(1/√t) convergence, with a finite-center p-norm RKBS instantiation.