Near-optimal-sample estimators for spherical Gaussian mixtures

Jayadev Acharya, Ashkan Jafarpour, Alon Orlitsky +1

Statistical and machine-learning algorithms are frequently applied to high-dimensional data. In many of these applications data is scarce, and often much more costly than computati…