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A Short Note on Concentration Inequalities for Random Vectors with SubGaussian Norm

11 February 2019
Chi Jin
Praneeth Netrapalli
Rong Ge
Sham Kakade
Michael I. Jordan
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Abstract

In this note, we derive concentration inequalities for random vectors with subGaussian norm (a generalization of both subGaussian random vectors and norm bounded random vectors), which are tight up to logarithmic factors.

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