Machine Learning, Gradient Descent, Data Visualization, Data Science.
represented by the squares. To see the effect of the decaying, in this head-to-head comparison, AdaGrad white) keeps up with RMSProp (green) initially, as expected with the tuned learning rate and decay rate. But the sums of gradient squared for AdaGrad accumulate so fast that they soon become