Kurdyka-Łojasiewicz inequalities

New analysis unifies gradient descent convergence for deep neural networks

Researchers have developed a unified convergence analysis for various gradient descent optimization methods used in training deep neural networks. This new analysis applies to a broad range of optimizers, including Adam…