Software Engineering Meets Modern Machine Learning
Beyond Euclid: Modern Machine Learning enriched by geometric, topological & algebraic structures. Geometric Deep Learning, Algebraic Topology & Riemannian Geometry explored in an illustrated guide.
This is a Plain English Papers summary of a research paper called Beyond Euclid: An Illustrated Guide to Modern Machine Learning with Geometric, Topological, and Algebraic Structures. If you like these kinds of analysis, you should subscribe to the AImodels.fyi newsletter or follow me on Twitter. Overview Explores how modern machine learning can be enriched by incorporating geometric, topological, and algebraic structures Provides an illustrated guide to these advanced mathematical concepts and their applications in machine learning Covers topics like Geometric Deep Learning, Algebra...