Machine Learning, Neural Networks, Optimization, Mathematics.
where n is the number of samples. Weak Law of Large Numbers Having square root both in noise and average formulas gives an easy to remember rule of thumb — to avoid extra noise making things worse, you can increase batch size at the same rate as number of parameters. To summarize: But with extra