High Dimensional Multivariate Regression and Precision Matrix Estimation via Nonconvex Optimization

Jinghui Chen, Quanquan Gu

We propose a nonconvex estimator for joint multivariate regression and precision matrix estimation in the high dimensional regime, under sparsity constraints. A gradient descent al…