Learned Preconditioning for a Primal-Dual Interior-Point Method

Abhinav Madabhushi, Jialin Liu, Minxin Zhang

Interior-point methods (IPMs) are among the most widely used algorithms for constrained optimization, yet their Newton-based search directions require costly second-order informati…