Dynamic Covariance Models for Multivariate Financial Time Series

Yue Wu, José Miguel Hernández-Lobato, Zoubin Ghahramani

Abstract: The accurate prediction of time-changing covariances is an important problem in the modeling of multivariate financial data. However, some of the most popular models suffer from a) overfitting prob...