Graph Representation via Elements of Discrete Morse and Cobordism Theories
Topology is, by its nature and design, suited to structure that is nonlinear, multiscale, and nonstationary - however, within machine learning, its use remains largely confined to topological data analysis. We advocate that tools from low-dimensional topology which have remained almost exclusively contained within the...
Jennifer Z. Rozenblit, Chen-Guang Yang, Yu-Xin Liu et al.
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