134 citations · 294 across the 15 of their papers we have counts for
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stat.ML2019
Nonparametric Functional Approximation with Delaunay Triangulation
Yehong Liu, Guosheng Yin
We propose a differentiable nonparametric algorithm, the Delaunay triangulation learner (DTL), to solve the functional approximation problem on the basis of a -dimensional featu…
stat.ML2019
Adaptive Iterative Hessian Sketch via A-Optimal Subsampling
Aijun Zhang, Hengtao Zhang, Guosheng Yin
Iterative Hessian sketch (IHS) is an effective sketching method for modeling large-scale data. It was originally proposed by Pilanci and Wainwright (2016; JMLR) based on randomized…