Machine Learning, Deep Learning, Neural Networks, Optimization, Towards Data Science.
above. It is a good value and most often used in SGD with momentum. Intuitively, you can think of beta as follows. We’re approximately averaging over last 1 / (1- beta) points of sequence. Let’s see how the choice of beta affects our new sequence V. Exponentially weighed averages for different