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06/30/2023
Topologically Attributed Graphs for Shape Discrimination
In this paper we introduce a novel family of attributed graphs for the p...
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08/09/2022
Universal Mappings and Analysis of Functional Data on Geometric Domains
This paper addresses problems in functional metric geometry that arise i...
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10/18/2019
Towards Quantifying Intrinsic Generalization of Deep ReLU Networks
Understanding the underlying mechanisms that enable the empirical succes...
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07/29/2016
The Phylogenetic LASSO and the Microbiome
Scientific investigations that incorporate next generation sequencing in...
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05/16/2016
Probing the Geometry of Data with Diffusion Fréchet Functions
Many complex ecosystems, such as those formed by multiple microbial taxa...
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09/15/2015
