A Differentiable Measure of Algebraic Complexity: Provably Exact Discovery of Group Structures

Dongsung Huh, Lior Horesh, Halyun Jeong

Discovering discrete algebraic rules from data is a fundamental challenge in machine learning. We formalize this problem through Cayley-table completion -- an algebraic counterpart…