PAX-TS: Model-agnostic multi-granular explanations for time series forecasting via localized perturbations

Tim Kreuzer, Jelena Zdravkovic, Panagiotis Papapetrou

Time series forecasting has seen considerable improvement during the last years, with transformer models and large language models driving advancements of the state of the art. Mod…