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arxiv: 1408.3470 · v1 · pith:N54X5VY5new · submitted 2014-08-15 · 🧮 math.PR · math.FA

Efron-Stein Inequalities for Random Matrices

classification 🧮 math.PR math.FA
keywords inequalitiesrandomefron-steinmatricesanalogousboucheronconcentrationconstructed
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This paper establishes new concentration inequalities for random matrices constructed from independent random variables. These results are analogous with the generalized Efron-Stein inequalities developed by Boucheron et al. The proofs rely on the method of exchangeable pairs.

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