15 citations · 17 across the 2 of their papers we have counts for
2 papers
cs.LG2017★ 2 cited
Classifying Unordered Feature Sets with Convolutional Deep Averaging Networks
Andrew Gardner, Jinko Kanno, Christian A. Duncan +1
Unordered feature sets are a nonstandard data structure that traditional neural networks are incapable of addressing in a principled manner. Providing a concatenation of features i…
cs.LG2015★ 15 cited
On the Definiteness of Earth Mover's Distance and Its Relation to Set Intersection
Andrew Gardner, Christian A. Duncan, Jinko Kanno +1
Positive definite kernels are an important tool in machine learning that enable efficient solutions to otherwise difficult or intractable problems by implicitly linearizing the pro…