Copula Variational LSTM for High-dimensional Cross-market Multivariate Dependence Modeling

Jia Xu, Longbing Cao

We address an important yet challenging problem - modeling high-dimensional dependencies across multivariates such as financial indicators in heterogeneous markets. In reality, a m…