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02/04/2020
Optimal quantization of the mean measure and application to clustering of measures
This paper addresses the case where data come as point sets, or more gen...
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09/30/2019
ATOL: Measure Vectorisation for Automatic Topologically-Oriented Learning
Robust topological information commonly comes in the form of a set of pe...
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09/30/2019
ATOL: Automatic Topologically-Oriented Learning
There are abundant cases for using Topological Data Analysis (TDA) in a ...
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04/20/2019
PersLay: A Neural Network Layer for Persistence Diagrams and New Graph Topological Signatures
Persistence diagrams, the most common descriptors of Topological Data An...
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04/20/2019
PersLay: A Simple and Versatile Neural Network Layer for Persistence Diagrams
Persistence diagrams, a key descriptor from Topological Data Analysis, e...
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04/20/2019