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arxiv: 1110.2842 · v1 · pith:DWFHKYWYnew · submitted 2011-10-13 · 🧮 math.PR · cs.LG

A tail inequality for quadratic forms of subgaussian random vectors

classification 🧮 math.PR cs.LG
keywords formsinequalityquadraticrandomsubgaussiantailvectoranalogous
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We prove an exponential probability tail inequality for positive semidefinite quadratic forms in a subgaussian random vector. The bound is analogous to one that holds when the vector has independent Gaussian entries.

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