SILO: Convex analysis at infinity: An introduction to astral space
Abstract Not all convex functions have finite minimizers; some can only be minimized by a sequence as it heads to infinity, making it much harder, for instance, to prove convergence. This work develops an expansive new theory for understanding such minimizers at infinity, introducing astral space, a compact extension of …