N-HiTS: Neural Hierarchical Interpolation for Time Series Forecasting — HN submission

Mon, 29 Jan 2024 13:26:40 GMT

N-Hits: Neural Hierarchical Interpolation for Time Series Forecasting

1 point; 0 discussion replies on HN. Paper and source history. A submission is not an endorsement.

N-HiTS: Neural Hierarchical Interpolation for Time Series Forecasting — mentioned by maxmc

Thu, 18 Aug 2022 00:17:31 GMT

Figure 7 of the mentioned paper evaluates FB-Prophet in a extremely convenient environment of long horizon h in {30,60,90,120,150,180}. It is known that ETS and ARIMA models concatenate errors and degrade in performance with longer forecasting horizons. We have explored and offered solutions to these issues with the N-HiTS model specialized in long-horizon (https://arxiv.org/abs/2201.12886). In recent years, FB-Prophet has gained a reputation for the poor quality of its predictions in many practical scenarios (short/medium term horizon) and its slow performance on bigger data sets; our…

Paper and discussion history. A mention is not an endorsement.

N-HiTS: Neural Hierarchical Interpolation for Time Series Forecasting · HackerPapers discussions

N-HiTS: Neural Hierarchical Interpolation for Time Series Forecasting — HN submission

N-HiTS: Neural Hierarchical Interpolation for Time Series Forecasting — mentioned by maxmc