Faster Optimization on Sparse Graphs via Neural Reparametrization

Nima Dehmamy, Csaba Both, Jianzhi Long +1

In mathematical optimization, second-order Newton's methods generally converge faster than first-order methods, but they require the inverse of the Hessian, hence are computational…