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math.ST2026
Function estimation in the empirical Bayes setting
Benjamin Kang, Yury Polyanskiy, Anzo Teh
We study function estimation in the empirical Bayes setting for Poisson and normal means. Specifically, given observations with latent parameters $θ_i\sim π…
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…