Machine Learning, Deep Learning, Neural Networks, Optimization Algorithms, Adam.
in the same directions and reduces updates for dimensions whose gradients change directions. As a result, we gain faster convergence and reduced oscillation”. As a result, updates performed by Momentum might look like in the figure below. Optimization with Momentum In practice, Momentum usually