Here, we will give an aside on probabilities, and in particular on various ways to establish what is know as concentration. Given some information about a distribution, e.g., its mean or its variance or information about higher moments, there are various ways to establish bounds on the tails of sums of random variables from that distribution. That is, there are various ways to establish that es...