Mitchell Tong Harris

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

Optimizing and certifying the positivity of polynomials are fundamental primitives across mathematics and engineering applications, from dynamical systems to operations research. However, solving these problems in practice requires large semidefinite programs, with poor scaling in dimension and degr…