algebraic geometry in machine learning

[2107.14387] From Algebraic Geometry to Machine Learning. Title: From Algebraic Geometry to Machine Learning. Authors: Michael R. Douglas. Download PDF Abstract: David Mumford made groundbreaking contributions in many fields, including the pure mathematics of algebraic geometry and the applied mathematics of machine learning.

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Algebraic geometry in machine learning Jackson Van Dyke October 20, 2020 Jackson Van Dyke Algebraic geometry in machine learning October 20, 20201/37. Data-Pop.

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From algebraic geometry to machine learning. M. Douglas. Published 30 July 2021. Physics. Pure and Applied Mathematics Quarterly. David Mumford had.

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Applications of algebraic geometry to machine learning. I am interested in applications of algebraic geometry to machine learning. I have found some papers and books, mainly by Bernd Sturmfels on algebraic statistics and machine learning…

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Abstract and Figures. In this article, we briefly describe various tools and approaches that algebraic geometry has to offer to straighten bent objects. throughout.