Parameter-Free Zeroth-Order Optimization with Ellipsoidal Sampling

Alexander Sholokhov, Alexander Rogozin

Zeroth-order optimization methods are essential for solving black-box problems where gradient information is unavailable or expensive to compute. This paper presents POEM-ES, a nov…