An extension of McDiarmid's inequality

17 Nov 2015  ·  Richard Combes ·

We generalize McDiarmid's inequality for functions with bounded differences on a high probability set, using an extension argument. Those functions concentrate around their conditional expectations. We further extend the results to concentration in general metric spaces.

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