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We prove a robust version of Freiman’s theorem on the restricted sumset , which applies when the doubling constant is at most in general and at most in the special case when $A = -B$. As applications, we derive robust results with other types of assumptions on popular sums, and structure theorems for sets satisfying almost equalities in discrete and continuous versions of the Riesz-Sobolev inequality.

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