Artyom Stitsyuk

xPatch: Dual-Stream Time Series Forecasting with Exponential Seasonal-Trend Decomposition

In recent years, the application of transformer-based models in time-series forecasting has received significant attention. While often demonstrating promising results, the transformer architecture encounters challenges in fully exploiting the temporal relations within time series data due to its at…