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Transcending the Euclidean Paradigm: A Roadmap for Advancing Machine Learning with Geometric, Topological, and Algebraic ...
This Paper addresses the limitations of classical machine learning approaches primarily developed for data lying in Euclidean space. Modern machine learning increasingly encounters richly structured data that is inherently non-Euclidean, exhibiting …