ICML-Explaining Time Series Predictions with Dynamic Masks

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Explaining Time Series Predictions with Dynamic Masks

                    Jonathan Crabbe 1 Mihaela van der Schaar 1 2 3

              Abstract                of explainable artificial intelligence (XAI) thrived (Barredo
    How can we explain the predictions of a machine       Arrieta et al., 2020; Das & Rad, 2020; Tjoa & Guan, 2020).
    learning model? When the data is structured as       Saliency Methods Among the many possibilities to in-
    a multivariate time series, this question ind ...

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关键词：Time Series Predictions explaining Prediction Dynamic