2 papers
stat.AP2024
Optimal starting point for time series forecasting
Yiming Zhong, Yinuo Ren, Guangyao Cao +2
Recent advances on time series forecasting mainly focus on improving the forecasting models themselves. However, when the time series data suffer from potential structural breaks o…
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…