Machine Learning, Deep Learning, Neural Networks, Optimization, Towards Data Science.
because its contribution becomes too small to notice. A good value to use for this approximation is when weight becomes smaller than 1 / e. Bigger values of beta require larger values of the power to be smaller than 1 / e. This is why with bigger values of beta we’re averaging over bigger numbers