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Machine learning algorithms build a model of the training data. The term "machine learning" is vaguely defined; it includes what is also called statistical learning, reinforcement learning, unsupervised learning, etc. ALWAYS ADD A MORE SPECIFIC TAG.

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Kernel Mean Embedding as a Bochner Integral

The kernel mean embedding is to map a distribution $\mathbb{P}$ to an RKHS by using the following formula $$\phi(\mathbb{P}) = \mu_{\mathbb{P}} = E_{X}(k(x,\cdot))=\int_{\mathcal{X}}k(x,\cdot)d\mathbb …
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