conftrace_

hierarchical time series

5 papers

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Also known as

HTS

Co-occurring keywords · papers mentioning both

forecast reconciliation (2) predictive distribution (2) probabilistic forecasting (2) oblique projection (1) probabilistic reconciliation (1) neural forecaster (1) forecast combination (1) coherent forecast (1) coherent forecasting (1) hierarchical forecasting (1)

Papers

Learning Optimal Projection for Forecast Reconciliation of Hierarchical Time Series ICML 2024 Probabilistic reconciliation of mixed-type hierarchical time series UAI 2024 SLOTH: Structured Learning and Task-Based Optimization for Time Series Forecasting on Hierarchies AAAI 2023 End-to-End Learning of Coherent Probabilistic Forecasts for Hierarchical Time Series ICML 2021 Coherent Probabilistic Forecasts for Hierarchical Time Series ICML 2017