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20202026
most citedOptimal empirical Bayes estimation for the Poisson model via minimum-distance methods

2 citations · 5 across the 12 of their papers we have counts for

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math.ST2023★ 1 cited

Empirical Bayes via ERM and Rademacher complexities: the Poisson model

Soham Jana, Yury Polyanskiy, Anzo Teh +1

We consider the problem of empirical Bayes estimation for (multivariate) Poisson means. Existing solutions that have been shown theoretically optimal for minimizing the regret (exc…

math.ST2023

Adversarially robust clustering with optimality guarantees

Soham Jana, Kun Yang, Sanjeev Kulkarni

We consider the problem of clustering data points coming from sub-Gaussian mixtures. Existing methods that provably achieve the optimal mislabeling error, such as the Lloyd algorit…