A Unified Zeroth-Order Proximal Newton-Type Framework for Composite Optimization

Zekun Liu, Jinyan Fan

We propose a unified derivative-free proximal Newton-type algorithm framework for solving composite optimization problems formulated as the sum of a black-box function and a known…