Characterizing Inter-Layer Functional Mappings of Deep Learning Models

no code implementations • 9 Jul 2019 • Donald Waagen, Katie Rainey, Jamie Gantert, David Gray, Megan King, M. Shane Thompson, Jonathan Barton, Will Waldron, Samantha Livingston, Don Hulsey

To answer (a) and (b), we illustrate the utility of a multivariate nonparametric estimator of class separation, the Henze-Penrose (HP) statistic, in the original as well as layer-induced representations.

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