Marie-Caroline Corbineau

PIPA: A New Proximal Interior Point Algorithm for Large-Scale Convex Optimization

Interior point methods have been known for decades to be useful for the resolution of small to medium size constrained optimization problems. These approaches have the benefit of ensuring feasibility of the iterates through a logarithmic barrier. We propose to incorporate a proximal forward-backward…