most citedDeepExtrema: A Deep Learning Approach for Forecasting Block Maxima in Time Series Data

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cs.LG2022★ 1 cited

DeepExtrema: A Deep Learning Approach for Forecasting Block Maxima in Time Series Data

Asadullah Hill Galib, Andrew McDonald, Tyler Wilson +2

Accurate forecasting of extreme values in time series is critical due to the significant impact of extreme events on human and natural systems. This paper presents DeepExtrema, a n…