Doubly Adaptive Scaled Algorithm for Machine Learning Using Second-Order Information

Majid Jahani, Sergey Rusakov, Zheng Shi +3

We present a novel adaptive optimization algorithm for large-scale machine learning problems. Equipped with a low-cost estimate of local curvature and Lipschitz smoothness, our met…