Razvan-Gabriel Cirstea

Triformer: Triangular, Variable-Specific Attentions for Long Sequence Multivariate Time Series Forecasting

A variety of real-world applications rely on far future information to make decisions, thus calling for efficient and accurate long sequence multivariate time series forecasting. While recent attention-based forecasting models show strong abilities in capturing long-term dependencies, they still su…