Algebraic Machine Learning: Emphasis on Efficiency
Dmitriy V. Vinogradov · Automation and Remote Control · 2022
Abstract A survey of the state of the art in research on algebraic machine learning is presented. The main emphasis is on computational complexity. The key idea is to use lattice theory methods and probabilistic algorithms based on Markov chains.