Variation Brownian Kernel Ladder introduces a path-atomic function-space framework that separates nonlinear recursive dictionary construction from linear variation, using Brownian RKHS unit-ball profiles to build VBKL space.
Read the original at arxiv.org→arXiv:2608.13882v1 Announce Type: new Abstract: Claims about the benefit of depth depend on the complexity assigned to a representation. We introduce the \emph{Variation Brownian Kernel Ladder} (VBKL), a path-atomic...
Original headline: "Variation Brownian Kernel Ladders"
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- Aug 17, 04:00 UTC arXiv cs.LG lead source Variation Brownian Kernel Ladders