The authors define functional Bregman divergences in reproducing kernel Hilbert spaces by composing Bregman generators with kernel mean embeddings, yielding an easily estimable generalization of MMD.
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Generalising maximum mean discrepancy: kernelised functional Bregman divergences
The authors define functional Bregman divergences in reproducing kernel Hilbert spaces by composing Bregman generators with kernel mean embeddings, yielding an easily estimable generalization of MMD.