Ying-yee Ava Lau

Fast and Slow Streams for Online Time Series Forecasting Without Information Leakage

Current research in online time series forecasting (OTSF) faces two significant issues. The first is information leakage, where models make predictions and are then evaluated on historical time steps that have already been used in backpropagation for parameter updates. The second is practicality: wh…