Recently I am trying to use Talagrand concentration inequality to do something on graphs. I find a version from the book of Molloy and Reed ''Graph Colouring and Probabilistics Method''. I attached a picture from that book below. I am very confused with that whether the bound $E[X]$ for $t$ is necessary. Can we ignore it when apply Talagrand inequality? If we can do so, is there any publication talking about this?
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1$\begingroup$ In Concentration Inequalities: A Nonasymptotic Theory of Independence academic.oup.com/book/26549, they go over many of variations of concentration inequalities that work for arbitrarily large t. $\endgroup$– Thomas KojarCommented Sep 7 at 3:50
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