Uncertainty Estimation in Time Series with Neural Processes
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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.
Machine Learning
Big Data
Data Analytics
Data Visualization
Predictive Analytics