An Accelerated Proximal Bundle Method with Momentum

Zhuoqing Zheng, Junshan Yin, Shaofu Yang +1

Proximal bundle methods (PBM) are a powerful class of algorithms for convex optimization. Compared to gradient descent, PBM constructs more accurate surrogate models that incorpora…