Tag: multivariate forecasting

A unified taxonomy of long-term forecasting models shows that channel-independent designs excel on simple benchmarks while channel-dependent designs gain an ...

A new mask-aware transformer architecture that explicitly tracks missing macroeconomic data outperformed statistical, recurrent, and modern forecasting benchmarks in fixed-origin ...

Researchers at Tsinghua University have developed a Series Saliency module guided by large language models that improves the accuracy and ...