AI-assisted near-quadratic lower bound for exact-value optimization
Kerger reports Ω(d²/log(d+1)) exact-function-value queries at accuracy Θ(d^−1/2) for deterministic convex Lipschitz minimization over a d-dimensional ball.
Original report: 2026-07-14