307 citations · 907 across the 65 of their papers we have counts for
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math.ST2017★ 16 cited
Optimal rates of entropy estimation over Lipschitz balls
Yanjun Han, Jiantao Jiao, Tsachy Weissman +1
We consider the problem of minimax estimation of the entropy of a density over Lipschitz balls. Dropping the usual assumption that the density is bounded away from zero, we obtain…
math.ST2017★ 14 cited
Sample complexity of population recovery
Yury Polyanskiy, Ananda Theertha Suresh, Yihong Wu
The problem of population recovery refers to estimating a distribution based on incomplete or corrupted samples. Consider a random poll of sample size conducted on a population…