Machine Learning, Data Science, Statistics, Reinforcement Learning, Artificial Intelligence.
i.i.d. Gaussian Random Variables. It turns out that these Gaussian tail inequalities are much more broadly applicable to a class of Random Variables called sub-Gaussian Random Variables. Roughly speaking, these are random variables whose tails decay faster than a Gaussian. In the following