On topological machine learning:
Bastian Rieck, Filip Sadlo, Heike Leitte, Topological Machine Learning with Persistence Indicator Functions, In: Topological Methods in Data Analysis and Visualization V TopoInVis (2017) 87-101 Mathematics and Visualization. Springer, arXiv:1907.13496, doi:10.1007/978-3-030-43036-8_6
Felix Hensel, Michael Moor, Bastian Rieck, A Survey of Topological Machine Learning Methods, Front. Artif. Intell., 26 (2021) doi:10.3389/frai.2021.681108, pdf
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