2026
Byte Pair Encoding for Efficient Time Series Forecasting
ICML 2026poster
Existing time series tokenization methods predominantly encode a constant number of samples into individual tokens. This inflexible approach can generate excessive tokens for even simple patterns like extended constant values, resulting in substantial computational overhead. Inspired by the success …