T11.9.1 Concentration inequalities and tail bounds

Let's see all inequalities in one place. I recently summarized the for myself. There was a lot of interest on twitter, so here I posting the revised notes.

Acknowledgments: Many thanks to John Watrous, who was kind to provide me with some useful references on the subject. I have included these in the bibliography of the tech note.

Download note pdf here. (or see below)

Leave comments, ideas, suggestions below. I will try to update.

Screenshot of main page as a reference:


Making a list,
checking it twice,
going to see
which inequality
is nice!

Markov? Hoeffding? Jensen? Chebyshev? Chernoff?
— a little fun :)
Screenshot of tech note page 1 on concentration inequalities

PDF embedding

You can click below to download pdf.

Leave comments, ideas, suggestions below. I will try to update.

Updating the list,
based on tweets,
ready to hit the streets,
I seek more comments!

Let me know what might be missing?