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  • title: AZ-whiteness test: a test for signal uncorrelation on spatio-temporal graphs
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            AZ-whiteness test: a test for signal uncorrelation on spatio-temporal graphs
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            AZ-whiteness test: a test for signal uncorrelation on spatio-temporal graphs

            Nov 28, 2022

            Speakers

            DZ

            Daniele Zambon

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            CA

            Cesare Alippi

            Speaker · 0 followers

            About

            We present the first whiteness hypothesis test for graphs, i.e., a whiteness test for multivariate time series associated with the nodes of a dynamic graph; as such, the test represents an important model assessment tool for graph deep learning, e.g., in forecasting setups. The statistical test aims at detecting existing serial dependencies among close-in-time observations, as well as spatial dependencies among neighboring observations given the underlying graph. The proposed AZ-test can be inte…

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            NeurIPS 2022

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