Rosenstock, Sarita
(2020)
Learning from the Shape of Data.
In: UNSPECIFIED.
Abstract
This paper examines the epistemic value of using topological methods to study the "shape" of data sets. It is argued that the category theoretic notion of "functoriality" aids in translating visual intuitions about structure in data into precise, computable descriptions of real-world systems.
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Learning from the Shape of Data. (deposited 29 Jul 2020 04:13)
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