Surrogate uncertainty estimation for your time series forecasting black-box: learn when to trust

Leonid Erlygin, Vladimir Zholobov, Valeriia Baklanova +2

Machine learning models play a vital role in time series forecasting. These models, however, often overlook an important element: point uncertainty estimates. Incorporating these e…