2 citations · 3 across the 8 of their papers we have counts for
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stat.ML2018
Bounding the Error From Reference Set Kernel Maximum Mean Discrepancy
Alexander Cloninger
In this paper, we bound the error induced by using a weighted skeletonization of two data sets for computing a two sample test with kernel maximum mean discrepancy. The error is qu…
eess.SP2018
On the Dual Geometry of Laplacian Eigenfunctions
Alexander Cloninger, Stefan Steinerberger
We discuss the geometry of Laplacian eigenfunctions on compact manifolds and combinatorial graphs . The 'dual' geometry of Laplacian eigenfunctions is we…
stat.ML2018
Defending against Adversarial Images using Basis Functions Transformations
Uri Shaham, James Garritano, Yutaro Yamada +5
We study the effectiveness of various approaches that defend against adversarial attacks on deep networks via manipulations based on basis function representations of images. Speci…