Machine Learning, Deep Learning, Neural Networks, Optimization Algorithms, Adam.
in the picture above. Instead of simply using them for updating weights, we take several past values and literaturally perform update in the averaged direction. Sebastian Ruder concisely describes the effect of Momentum in his paper: “The momentum term increases for dimensions whose gradients point