6.4 Symmetric di erence kernel. Let X be a nite set. Show that the kernel K de...

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6.4 Symmetric di erence kernel. Let X be a nite set. Show that the kernel K de ned over 2X, the set of subsets of X, by 8A;B 2 2X;K(A;B) = exp



????

1 2jABj



;

where AB is the symmetric di erence of A and B is PDS (Hint: you could use the fact that K is the result of the normalization of a kernel function K0).

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Foundations Of Machine Learning

ISBN: 9780262351362

2nd Edition

Authors: Mehryar Mohri, Afshin Rostamizadeh

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