Search Results for author: Tárik S. Salem

Found 2 papers, 1 papers with code

Prediction Intervals: Split Normal Mixture from Quality-Driven Deep Ensembles

1 code implementation19 Jul 2020 Tárik S. Salem, Helge Langseth, Heri Ramampiaro

The ensembled prediction intervals are aggregated as a split normal mixture accounting for possible multimodality and asymmetricity of the posterior predictive distribution, and resulting in prediction intervals that capture aleatoric and epistemic uncertainty.

Prediction Intervals

Forecasting Intra-Hour Imbalances in Electric Power Systems

no code implementations1 Feb 2019 Tárik S. Salem, Karan Kathuria, Heri Ramampiaro, Helge Langseth

Keeping the electricity production in balance with the actual demand is becoming a difficult and expensive task in spite of an involvement of experienced human operators.

Cannot find the paper you are looking for? You can Submit a new open access paper.