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Topology-Based Papers at ICML 2020 Topological data analysis studies the applications of topological methods to real-world data, for example constructing and studying a proper manifold given only 3D points. This topic is increasingly gaining attention and a new post by Bastian Rieck discusses topological papers at ICML 2020 that includes graph filtration techniques, topological autoencoders, and normalizing flows.