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Picture for Thomas Gebhart

A Unified Paths Perspective for Pruning at Initialization


Jan 26, 2021
Thomas Gebhart, Udit Saxena, Paul Schrater

* 13 pages, 3 figures 

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Sheaf Neural Networks


Dec 08, 2020
Jakob Hansen, Thomas Gebhart

* NeuRips 2020 Workshop on TDA and Beyond 

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Path homologies of deep feedforward networks


Oct 16, 2019
Samir Chowdhury, Thomas Gebhart, Steve Huntsman, Matvey Yutin

* To appear in the proceedings of IEEE ICMLA 2019 

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Adversarial Examples Target Topological Holes in Deep Networks


Jan 28, 2019
Thomas Gebhart, Paul Schrater


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Adversary Detection in Neural Networks via Persistent Homology


Nov 28, 2017
Thomas Gebhart, Paul Schrater

* 16 pages 

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