Zero-shot and few-shot time series forecasting with ordinal regression recurrent neural networks

Bernardo Pérez Orozco, Stephen J Roberts

Recurrent neural networks (RNNs) are state-of-the-art in several sequential learning tasks, but they often require considerable amounts of data to generalise well. For many time se…