Analysis of Nonstationary Time Series Using Locally Coupled Gaussian Processes

Luca Ambrogioni, Eric Maris

The analysis of nonstationary time series is of great importance in many scientific fields such as physics and neuroscience. In recent years, Gaussian process regression has attrac…