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math.PR2014★ 2 cited
Efron-Stein Inequalities for Random Matrices
Daniel Paulin, Lester Mackey, Joel A. Tropp
This paper establishes new concentration inequalities for random matrices constructed from independent random variables. These results are analogous with the generalized Efron-Stei…
math.PR2014
Mixing and Concentration by Ricci Curvature
Daniel Paulin
We generalise the coarse Ricci curvature method of Ollivier by considering the coarse Ricci curvature of multiple steps in the Markov chain. This implies new spectral bounds and co…