368 citations · 921 across the 28 of their papers we have counts for
3 papers · 1 filter
On Robust Hypothesis Testing with respect to the Hellinger Distance
Eeshan Modak, Sivaraman Balakrishnan, Ananda Theertha Suresh
We study a variant of the simple hypothesis testing problem where observed samples do not necessarily come from either of the specified distributions, but rather from a close varia…
Robust hypothesis testing and distribution estimation in Hellinger distance
Ananda Theertha Suresh
We propose a simple robust hypothesis test that has the same sample complexity as that of the optimal Neyman-Pearson test up to constants, but robust to distribution perturbations…
Convergence of Chao Unseen Species Estimator
Nived Rajaraman, Prafulla Chandra, Andrew Thangaraj +1
Support size estimation and the related problem of unseen species estimation have wide applications in ecology and database analysis. Perhaps the most used support size estimator i…