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12/01/2022
Experimental Observations of the Topology of Convolutional Neural Network Activations
Topological data analysis (TDA) is a branch of computational mathematics...
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08/15/2022
Reduced Connectivity for Local Bilinear Jacobi Sets
We present a new topological connection method for the local bilinear co...
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12/07/2021
Hypergraph Co-Optimal Transport: Metric and Categorical Properties
Hypergraphs capture multi-way relationships in data, and they have conse...
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06/25/2021
Pheno-Mapper: An Interactive Toolbox for the Visual Exploration of Phenomics Data
High-throughput technologies to collect field data have made observation...
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05/05/2021
Stitch Fix for Mapper and Topological Gains
The mapper construction is a powerful tool from topological data analysi...
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04/22/2021
Topological Simplifications of Hypergraphs
We study hypergraph visualization via its topological simplification. We...
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11/06/2020
Mapper Interactive: A Scalable, Extendable, and Interactive Toolbox for the Visual Exploration of High-Dimensional Data
The mapper algorithm is a popular tool from topological data analysis fo...
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11/02/2020
Interpreting Graph Drawing with Multi-Agent Reinforcement Learning
Applying machine learning techniques to graph drawing has become an emer...
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12/19/2019