Neural Nonlinear Shrinkage of Covariance Matrices for Minimum Variance Portfolio Optimization

Liusha Yang, Siqi Zhao, Shuqi Chai

This paper introduces a neural network-based nonlinear shrinkage estimator of covariance matrices for the purpose of minimum variance portfolio optimization. It is a hybrid approac…