Search Results for author: Andrew Gardner

Found 5 papers, 1 papers with code

Classifying Unordered Feature Sets with Convolutional Deep Averaging Networks

no code implementations10 Sep 2017 Andrew Gardner, Jinko Kanno, Christian A. Duncan, Rastko R. Selmic

Unordered feature sets are a nonstandard data structure that traditional neural networks are incapable of addressing in a principled manner.

On the Definiteness of Earth Mover's Distance and Its Relation to Set Intersection

no code implementations9 Oct 2015 Andrew Gardner, Christian A. Duncan, Jinko Kanno, Rastko R. Selmic

Positive definite kernels are an important tool in machine learning that enable efficient solutions to otherwise difficult or intractable problems by implicitly linearizing the problem geometry.

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