Abstract: In This work we prove a new theorem applicable to polynomial kernels for SVM classification tasks. This theorem relates the properties of the input space to the kernel function space. Thus, ...
Abstract: In this letter, we give the conditions for identifiability, separability and uniqueness of linear real valued independent component analysis (ICA) models. A theorem is formulated and a proof ...
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