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Anti-Concentration Inequalities: "Lower-Bound on Realized second moment"

Let $X:(\Omega,\Sigma)\rightarrow (\mathbb{R}^d;\mathbb{B}(\mathbb{R}^d))$ be a Borel-measurable random-vector. What are some general classes of such-random vector for which one can give a "lower concentration inequality" of the form: $$ \mathbb{P}(\|X\|^2>\lambda) \geq \mbox{"insert non-trivial lower-bound"} $$ where $\lambda>0$.

ABIM
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  • 41