Chapman Kolmogorov Equations

AI models learn time-inhomogeneous Markov dynamics in financial time series

Researchers have developed a new framework that uses neural networks to parameterize time-varying Markov transition matrices for financial time series. This approach aims to balance the representational power of deep le…