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An Online Stochastic Kernel Machine for Robust Signal Classification

arXiv 1905.07686 ↗First posted 19 May 2019stat.ML cs.LG eess.SPcited by 1

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Abstract (arXiv)

We present a novel variation of online kernel machines in which we exploit a consensus based optimization mechanism to guide the evolution of decision functions drawn from a reproducing kernel Hilbert space, which efficiently models the observed stationary process.

Key facts. Cited by 1 paper in the map (data through 14 Oct 2026). First posted on arXiv 19 May 2019.

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