Noisy recovery from random linear observations: Sharp minimax rates under elliptical constraints

Reese Pathak, Martin J. Wainwright, Lin Xiao

Estimation problems with constrained parameter spaces arise in various settings. In many of these problems, the observations available to the statistician can be modelled as arisin…