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03/16/2022
Morse Theoretic Signal Compression and Reconstruction on Chain Complexes
At the intersection of Topological Data Analysis (TDA) and machine learn...
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06/03/2021
Combinatorial Conditions for Directed Collapsing
The purpose of this article is to study directed collapsibility of direc...
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10/07/2020
Simplicial Neural Networks
We present simplicial neural networks (SNNs), a generalization of graph ...
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10/16/2019
A Notion of Harmonic Clustering in Simplicial Complexes
We outline a novel clustering scheme for simplicial complexes that produ...
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02/21/2019
