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In this paper we study the Hilbert-Schmidt norm of time-frequency localization operators , with Gaussian window, associated with a subset of finite measure. We prove, in particular, that the Hilbert-Schmidt norm of is maximized, among all subsets of a given finite measure, when is a ball and that there are no other extremizers. Actually, the main result is a quantitative version of this estimate, with sharp exponent. A similar problem is addressed for wavelet localization operators, where rearrangements are understood in the hyperbolic setting.

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