155 citations · 955 across the 56 of their papers we have counts for
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math.ST2014★ 35 cited
Ergodicity of Approximate MCMC Chains with Applications to Large Data Sets
Natesh S. Pillai, Aaron Smith
In many modern applications, difficulty in evaluating the posterior density makes performing even a single MCMC step slow. This difficulty can be caused by intractable likelihood f…
math.ST2014★ 7 cited
Dirichlet-Laplace priors for optimal shrinkage
Anirban Bhattacharya, Debdeep Pati, Natesh S. Pillai +1
Penalized regression methods, such as regularization, are routinely used in high-dimensional applications, and there is a rich literature on optimality properties under spars…