48 citations · 95 across the 15 of their papers we have counts for
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math.PR2020★ 4 cited
Nonlinear Matrix Concentration via Semigroup Methods
De Huang, Joel A. Tropp
Matrix concentration inequalities provide information about the probability that a random matrix is close to its expectation with respect to the operator norm. This paper use…
math.PR2020★ 3 cited
From Poincaré Inequalities to Nonlinear Matrix Concentration
De Huang, Joel A. Tropp
This paper deduces exponential matrix concentration from a Poincaré inequality via a short, conceptual argument. Among other examples, this theory applies to matrix-valued function…
math.PR2020★ 13 cited
Matrix Concentration for Products
De Huang, Jonathan Niles-Weed, Joel A. Tropp +1
This paper develops nonasymptotic growth and concentration bounds for a product of independent random matrices. These results sharpen and generalize recent work of Henriksen-Ward,…