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