A note on the approximate admissibility of regularized estimators in the Gaussian sequence model

Xi Chen, Adityanand Guntuboyina, Yuchen Zhang

We study the problem of estimating an unknown vector $\theta$ from an observation $X$ drawn according to the normal distribution with mean $\theta$ and identity covariance matrix under the k…