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We present a self-contained proof of a formula for the dimensions of self-similar measures on the real line under exponential separation (up to the proof of an inverse theorem for the norm of convolutions). This is a special case of a more general result of the author from [Shmerkin, Pablo. On Furstenberg’s intersection conjecture, self-similar measures, and the norms of convolutions. Ann. of Math., 2019], and one of the goals of this survey is to present the ideas in a simpler, but important, setting. We also review some applications of the main result to the study of Bernoulli convolutions and intersections of self-similar Cantor sets.

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