Neural Nonlinear Shrinkage of Covariance Matrices for Minimum Variance Portfolio Optimization

This research introduces a neural network architecture that applies nonlinear shrinkage to covariance matrices, leveraging transformers to minimize portfolio...

Level: advanced

By Liusha Yang, Siqi Zhao, Shuqi Chai

Category: research