Learning Polynomial Problems with $SL(2,\mathbb{R})$ Equivariance

Hannah Lawrence, Mitchell Tong Harris

Optimizing and certifying the positivity of polynomials are fundamental primitives across mathematics and engineering applications, from dynamical systems to operations research. H…