Machine Learning, Deep Learning, Neural Networks, Optimization Algorithms, Adam.
This is one of the reasons why RMSProp adapts quickly. But would not it be better if instead of the moving average we only took into account the last square gradient at every iteration (vₜ = dw²)? As it turns out, the update equation would transform in the following manner: Transformation of