Question: One can construct new kernels from previously defined kernels that we discussed on the lecture in the following ways: where k1 and k2 are valid

One can construct new kernels from previously defined kernels that we discussed on the lecture in the following ways:

where k1 and k2 are valid (symmetric, positive definite) kernels on X. Prove that in all these 7 cases we obtain valid kernels.

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