Predicting Electricity Consumption with Random Walks on Gaussian Processes

Chloé Hashimoto-Cullen, Benjamin Guedj

We consider time-series forecasting problems where data is scarce, difficult to gather, or induces a prohibitive computational cost. As a first attempt, we focus on short-term elec…