Towards a sparse, scalable, and stably positive definite (inverse) covariance estimator

Sang-Yun Oh, Bala Rajaratnam, Joong-Ho Won

High dimensional covariance estimation and graphical models is a contemporary topic in statistics and machine learning having widespread applications. An important line of research…