Machine Learning, Data Science, Statistics, Reinforcement Learning, Artificial Intelligence.
is some constant. In these cases we can use the MGF to produce a tail bound, as is the case with Chernoff Bounds in the next section. 4: Chernoff Bounds By extending Chebyshev’s Inequality to higher-level moments, we derive Chernoff Bounds. Suppose we have: image by author Given the above