Computing the degrees of freedom of rank-regularized estimators and cousins

Estimating a low rank matrix from its linear measurements is a problem of central importance in contemporary statistical analysis. The choice of tuning parameters for estimators remains an important challenge from a theoretical and practical perspective. To this end, Stein’s Unbiased Risk Estimate (...

Full description

Bibliographic Details
Main Authors: Mazumder, Rahul, Weng, Haolei
Other Authors: Sloan School of Management
Format: Article
Language:English
Published: Institute of Mathematical Statistics 2021
Online Access:https://hdl.handle.net/1721.1/133352