2025
A Closer Look at Transformers for Time Series Forecasting: Understanding Why They Work and Where They Struggle
ICML 2025poster
Time-series forecasting is crucial across various domains, including finance, healthcare, and energy. Transformer models, originally developed for natural language processing, have demonstrated significant potential in addressing challenges associated with time-series data. These models utilize diff…