There is a thesis by Kondor: "Group theoretical methods for machine learning" - https://people.cs.uchicago.edu/~risi/papers/KondorThesis.pdf https://people.cs.u

There is a thesis by Kondor: "Group theoretical methods for machine learning" - https://people.cs.uchicago.edu/~risi/papers/KondorThesis.pdf https://people.cs.uchicago.edu/~risi/papers/KondorThesis.pdf which provides links to the associated literature. The documentation of his library (SnOB) is great: http://www.gatsby.ucl.ac.uk/~risi/SnOB/SnOB/SnOB.pdf http://www.gatsby.ucl.ac.uk/~risi/SnOB/SnOB/SnOB.pdf introductory slides on representation theory in machine learning: http://www.gatsby.ucl.ac.uk/~risi/courses/mini08/symmetric.pdf http://www.gatsby.ucl.ac.uk/~risi/courses/mini08/symmetric.p... Full mini course: http://www.gatsby.ucl.ac.uk/~risi/courses/mini08/mini08.html http://www.gatsby.ucl.ac.uk/~risi/courses/mini08/mini08.html