Multiple-Resolution Tokenization for Time Series Forecasting with an Application to Pricing

Egon Peršak, Miguel F. Anjos, Sebastian Lautz +1

We propose a transformer architecture for time series forecasting with a focus on time series tokenisation and apply it to a real-world prediction problem from the pricing domain.…