Petar Veličković et al has a concept of geometric deep learning, see this forthcoming book: https://geometricdeeplearning.com/ https://geometricdeeplearning.com

Petar Veličković et al has a concept of geometric deep learning, see this forthcoming book: https://geometricdeeplearning.com/ https://geometricdeeplearning.com/ There is also the Categories for AI, cats.for.ai, course which deals with the applying category theory into ML.