A General Framework for Uncertainty Quantification via Neural SDE-RNN

Shweta Dahale, Sai Munikoti, Balasubramaniam Natarajan

Uncertainty quantification is a critical yet unsolved challenge for deep learning, especially for the time series imputation with irregularly sampled measurements. To tackle this p…