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from Appendices
Published online by Cambridge University Press: 21 April 2022
This appendix recalls some key notions of probability theory, such as tails and moment generating functions. These notions are essential in the proof of some concentration inequalities, e.g., the McDiarmid inequality. In turn, these inequalities are used to establish the restricted isometry properties for sparse vectors and for low-rank matrices required earlier.
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