Uncertainty Estimation in Time Series with Neural Processes

Speaker: Xuesong Wang (https://xuesongwang.github.io/)

Abstract: Uncertainty estimation plays a crucial role in prediction with insufficient data. We will discuss how neural processes can enpower deep models with uncertainty estimation, particularly for time series prediction tasks.