110 citations · 275 across the 8 of their papers we have counts for
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math.PR2015
Multivariate Stein Factors for a Class of Strongly Log-concave Distributions
Lester Mackey, Jackson Gorham
We establish uniform bounds on the low-order derivatives of Stein equation solutions for a broad class of multivariate, strongly log-concave target distributions. These "Stein fact…
stat.ML2015★ 110 cited
Measuring Sample Quality with Stein's Method
Jackson Gorham, Lester Mackey
To improve the efficiency of Monte Carlo estimation, practitioners are turning to biased Markov chain Monte Carlo procedures that trade off asymptotic exactness for computational s…