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probabilistic forecasting

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  1. Two-stage Odd Residual Flows for Mean-Preserving Probabilistic Time Series Forecasting

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    Researchers propose a new method called Two-stage Odd Residual Flows (TORF) for probabilistic time series forecasting. The method aims to address the trade-off between distributional flexibility and accurate mean…