3 citations · 4 across the 4 of their papers we have counts for
4 papers
Energy-Arena: A Dynamic Benchmark for Operational Energy Forecasting
Max Kleinebrahm, Jonathan Berrisch, Philipp Eiser +11
Energy forecasting research faces a persistent comparability gap that makes it difficult to measure consistent progress over time. Reported accuracy gains are often not directly co…
Simplifying Random Forests' Probabilistic Forecasts
Nils Koster, Fabian Krüger
Since their introduction by Breiman, Random Forests (RFs) have proven to be useful for both classification and regression tasks. The RF prediction of a previously unseen observatio…
Learning to forecast: The probabilistic time series forecasting challenge
Johannes Bracher, Nils Koster, Fabian Krüger +1
We report on a course project in which students submit weekly probabilistic forecasts of two weather variables and one financial variable. This real-time format allows students to…
Signing the Supermask: Keep, Hide, Invert
Nils Koster, Oliver Grothe, Achim Rettinger
The exponential growth in numbers of parameters of neural networks over the past years has been accompanied by an increase in performance across several fields. However, due to the…