Generalized Exponentiated Gradient Algorithms and Their Application to On-Line Portfolio Selection

Andrzej Cichocki, Sergio Cruces, Auxiliadora Sarmiento +1

This paper introduces a novel family of generalized exponentiated gradient (EG) updates derived from an Alpha-Beta divergence regularization function. Collectively referred to as E…