141 citations · 297 across the 30 of their papers we have counts for
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math.ST2014★ 27 cited
On Bayes Risk Lower Bounds
Xi Chen, Adityanand Guntuboyina, Yuchen Zhang
This paper provides a general technique for lower bounding the Bayes risk of statistical estimation, applicable to arbitrary loss functions and arbitrary prior distributions. A low…
cs.IT2014★ 2 cited
Covering numbers of -balls of convex sets and functions
Adityanand Guntuboyina
We prove bounds for the covering numbers of classes of convex functions and convex sets in Euclidean space. Previous results require the underlying convex functions or sets to be u…