Introduction to Riemannian Geometry and Geometric Statistics: from theory to implementation with Geomstats

JFTML

Guigui, N., Miolane, N., Pennec, X.

Journal of Foundations and Trends in Machine Learning.

This work provides an accessible introduction to Riemannian geometry, including its implementation in Geomstats for statistical and machine learning applications on manifolds, emphasizing computational examples and ease of use akin to scikit-learn.

Publication Year

Sun, 01/01/2023 - 12:00