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WebOfficial Post from TRAPPFOTOS WebWe propose a new class of universal kernel functions which admit a linear parametrization using positive semidefinite matrices. We refer to kernels of this class as Tessellated Kernels (TKs) due to the observation that if applied to kernel-based learning algorithms, the resulting discriminants are defined by continuous piecewise-polynomial functions with hyper β¦
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WebThe accuracy and complexity of kernel learning algorithms is determined by the set of kernels over which it is able to optimize. An ideal set of kernels should: admit a linear parameterization (tractability); be dense in the set of all kernels (accuracy); and every member should be universal so that the hypothesis space is infinite-dimensional β¦ WebRent or buy Black Birds in the Sky - 9780063056664. Note: Supplemental materials are not guaranteed with Rental or Used book purchases.
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