How Deep Are Deep Gaussian Processes?

Dunlop, MM; Girolami, MA; Stuart, AM; Teckentrup, AL

Dunlop, MM (reprint author), CALTECH, Comp & Math Sci, Pasadena, CA 91125 USA.

JOURNAL OF MACHINE LEARNING RESEARCH, 2018; 19 ():

Abstract

Recent research has shown the potential utility of deep Gaussian processes. These deep structures are probability distributions, designed through hier......

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