Algebraic Machine Learning: Learning as computing an algebraic decomposition of a task

Fernando Martin-Maroto, Nabil Abderrahaman, David Mendez +1

Statistics and Optimization are foundational to modern Machine Learning. Here, we propose an alternative foundation based on Abstract Algebra, with mathematics that facilitates the…