Minimum mean-squared error estimation with bandit feedback

Ayon Ghosh, L. A. Prashanth, Dipayan Sen +1

We consider the problem of sequentially learning to estimate, in the mean squared error (MSE) sense, a Gaussian $K$-vector of unknown covariance by observing only $m<K$ of its en…