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20152026
most citedA witness function based construction of discriminative models using Hermite polynomials

2 citations · 4 across the 14 of their papers we have counts for

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math.NA2026

Spectral Bounds for Kernel Quadrature

A. Cloninger, Q. T. Le Gia, H. N. Mhaskar

A bottleneck in the theory of kernel methods in machine learning is the storage requirement. To ameliorate this, a standard trick is to replace the kernel with an explicit feature…

math.NA2023

Non-degenerate Rigid Alignment in a Patch Framework

Dhruv Kohli, Gal Mishne, Alexander Cloninger

Given a set of overlapping local views (patches) of a dataset, we consider the problem of finding a rigid alignment of the views that minimizes a -norm based alignment error. In…