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cs.LG2023
Infinite forecast combinations based on Dirichlet process
Yinuo Ren, Feng Li, Yanfei Kang +1
Forecast combination integrates information from various sources by consolidating multiple forecast results from the target time series. Instead of the need to select a single opti…
cs.LG2023
Forecasting large collections of time series: feature-based methods
Li Li, Feng Li, Yanfei Kang
In economics and many other forecasting domains, the real world problems are too complex for a single model that assumes a specific data generation process. The forecasting perform…