From Poincar\'e Inequalities to Nonlinear Matrix Concentration

30 Jun 2020 Huang De Tropp Joel A.

This paper deduces exponential matrix concentration from a Poincar\'e inequality via a short, conceptual argument. Among other examples, this theory applies to matrix-valued functions of a uniformly log-concave random vector... (read more)

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  • PROBABILITY