Luca-Andrei Fechete

Goal-Oriented Time-Series Forecasting: Foundation Framework Design

Conventional time-series forecasting methods typically aim to minimize overall prediction error, without accounting for the varying importance of different forecast ranges in downstream applications. We propose a training methodology that enables forecasting models to adapt their focus to applicatio