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Abstract:In this paper we describe the mathematical foundations of a new approach to semi-supervised Machine Learning. Using techniques of Symbolic Computation and Computer Algebra, we apply the concept of persistent homology to obtain a new semi-supervised learning method.
* In Proceedings of XVII Encuentro \'algebra computacional y
aplicaciones (EACA 2022). arXiv admin note: text overlap with
arXiv:2205.09617