Adaptive Momentum via Minimal Dual Function for Accelerating Randomized Sparse Kaczmarz

Lu Zhang, Jinchuan Zeng, Hongxia Wang +1

Recently, the randomized sparse Kaczmarz method has been accelerated by designing heavy ball momentum adaptively via a minimal-error principle. In this paper, we develop a new adap…