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coherent forecasting

3 papers

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Co-occurring keywords · papers mentioning both

hierarchical time series (1) forecast reconciliation (1) aggregate queries (1) long-horizon forecasting (1) oblique projection (1) neural forecaster (1) hierarchical forecasting (1) deep probabilistic model (1) probabilistic forecasting (1) end-to-end learning (1)

Papers

Learning Optimal Projection for Forecast Reconciliation of Hierarchical Time Series ICML 2024 Dirichlet Proportions Model for Hierarchically Coherent Probabilistic Forecasting UAI 2023 Coherent Probabilistic Aggregate Queries on Long-horizon Forecasts IJCAI 2022