Right on Time: Revising Time Series Models by Constraining their Explanations

Maurice Kraus, David Steinmann, Antonia Wüst +2

Deep time series models often suffer from reliability issues due to their tendency to rely on spurious correlations, leading to incorrect predictions. To mitigate such shortcuts an…