Bhargava Cube--Inspired Quadratic Regularization for Structured Neural Embeddings

S Sairam, Prateek P Kulkarni

We present a novel approach to neural representation learning that incorporates algebraic constraints inspired by Bhargava cubes from number theory. Traditional deep learning metho…