algebraic geometry machine learning

[2107.14387] From Algebraic Geometry t…. 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.

[2107.14387] From Algebraic Geometry t… from watanabe-www.math.dis.titech.ac.jp

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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Algebraic geometry in machine learning Jackson Van Dyke October 20, 2020 Jackson Van Dyke Algebraic geometry in machine learning.

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Additionally, unsupervised methods can provide insight into the structure of such geometrical data. At the heart of this programme is the question of how geometry can be machine learned, and indeed how AI helps one to do mathematics. This is a chapter contribution to the book Machine learning and Algebraic Geometry…