Consider Conditional VAEs

Background: Probabilistic forecasting allows for the application of uncertainty quantification to inform operational decision-making processes and risk assessment.

Question / Future Work: Consider other generative architectures for probabilistic forecasting, such as conditional variational autoencoders (VAEs), which learn a conditional latent representation of the future given past observations.