2024
Barrier Algorithms for Constrained Non-Convex Optimization
ICML 2024poster
In this paper we theoretically show that interior-point methods based on self-concordant barriers possess favorable global complexity beyond their standard application area of convex optimization. To do that we propose first- and second-order methods for non-convex optimization problems with general…