An Online Stochastic Kernel Machine for Robust Signal Classification

• Main Author: Raj, Raghu G
• Format: Journal Article
• Language: English
• Published: 18.05.2019
• Subjects: Computer Science - Learning; Statistics - Machine Learning

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.