Auxiliary Quantile Forecasting with Linear Networks

Shayan Jawed, Lars Schmidt-Thieme

We propose a novel multi-task method for quantile forecasting with shared Linear layers. Our method is based on the Implicit quantile learning approach, where samples from the Unif…