Christian Klötergens

CircuITS model advances irregular time series forecasting with probabilistic circuits

Researchers have introduced CircuITS, a new architecture for forecasting irregular multivariate time series that utilizes probabilistic circuits. This approach aims to improve the accuracy of uncertainty quantification …