Shibo Feng

Latent Diffusion Transformer for Probabilistic Time Series Forecasting

The probability prediction of multivariate time series is a notoriously challenging but practical task. This research proposes to condense high-dimensional multivariate time series forecasting into a problem of latent space time series generation, to improve the expressiveness of each timestamp and…