472 citations
- Friedrich Schiller University JenaDE19 papers
- Centre National de la Recherche ScientifiqueFR7 papers
- ETH ZurichCH7 papers
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- Laboratoire de Physique Corpusculaire de CaenFR6 papers
- Leibniz Institute of Photonic TechnologyDE6 papers
- Paul Scherrer InstituteCH6 papers
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Showing cs.LGShow all
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cs.LG2025★ 3 cited
Scaling Up Unbiased Search-based Symbolic Regression
Paul Kahlmeyer, Joachim Giesen, Michael Habeck +1
In a regression task, a function is learned from labeled data to predict the labels at new data points. The goal is to achieve small prediction errors. In symbolic regression, the…
cs.LG2025★ 1 cited
Benchmarking for Practice: Few-Shot Time-Series Crop-Type Classification on the EuroCropsML Dataset
Joana Reuss, Jan Macdonald, Simon Becker +4
Accurate crop-type classification from satellite time series is essential for agricultural monitoring. While various machine learning algorithms have been developed to enhance perf…