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A package demonstrating Kernel Herding with Frank-Wolfe algorithms

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ZIB-IOL/KernelHerding.jl

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KernelHerding

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A package that highlights the applicability of the FrankWolfe.jl package for infinite-dimensional kernel herding. In the example, we highlight an infinite-dimensional kernel-herding setting in which the Frank-Wolfe algorithm (FW) with open-loop step-sizes converges non-asymptotically faster than FW with line-search or short-step.

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A package demonstrating Kernel Herding with Frank-Wolfe algorithms

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