106 citations
- Umeå UniversitySE36 papers
- University College LondonGB21 papers
- KTH Royal Institute of TechnologySE5 papers
- Linköping UniversitySE3 papers
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- University of BoråsSE2 papers
- Aalto UniversityFI1 paper
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- Blekinge Institute of TechnologySE1 paper
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Showing cs.LGShow all
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cs.LG2023★ 7 cited
Calibrated Explanations for Regression
Tuwe Löfström, Helena Löfström, Ulf Johansson +2
Artificial Intelligence (AI) is often an integral part of modern decision support systems. The best-performing predictive models used in AI-based decision support systems lack tran…
cs.LG2020★ 4 cited
Low Dimensional State Representation Learning with Reward-shaped Priors
Nicolò Botteghi, Ruben Obbink, Daan Geijs +5
Reinforcement Learning has been able to solve many complicated robotics tasks without any need for feature engineering in an end-to-end fashion. However, learning the optimal polic…
cs.LG2018★ 1 cited
Hoeffding Trees with nmin adaptation
Eva García-Martín, Niklas Lavesson, Håkan Grahn +2
Machine learning software accounts for a significant amount of energy consumed in data centers. These algorithms are usually optimized towards predictive performance, i.e. accuracy…