Curvature-aided Incremental Aggregated Gradient Method

Hoi-To Wai, Wei Shi, Angelia Nedic +1

We propose a new algorithm for finite sum optimization which we call the curvature-aided incremental aggregated gradient (CIAG) method. Motivated by the problem of training a class…