Yuantong Dong

Multi-period Normalization for Long-term Time Series Forecasting

Recent advancements in deep learning have significantly improved multivariate time series forecasting by leveraging powerful modeling techniques. However, the non-stationary nature of time series data, where distributions shift rapidly over time, continues to challenge the effectiveness of existing…