Characteristic Kernels and Infinitely Divisible Distributions

28 Mar 2014Yu NishiyamaKenji Fukumizu

We connect shift-invariant characteristic kernels to infinitely divisible distributions on $\mathbb{R}^{d}$. Characteristic kernels play an important role in machine learning applications with their kernel means to distinguish any two probability measures... (read more)

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