307 citations
- Auckland University of TechnologyNZ5 papers
- Leibniz University HannoverDE5 papers
- IT University of CopenhagenDK4 papers
- Karlsruhe Institute of TechnologyDE4 papers
- Reutlingen UniversityDE4 papers
- Technical University of MunichDE4 papers
- TU WienAT4 papers
- Centre National de la Recherche ScientifiqueFR3 papers
- The University of Texas at AustinUS3 papers
- University of TartuEE3 papers
- Aix-Marseille UniversitéFR2 papers
- Board of the Swiss Federal Institutes of TechnologyCH2 papers
Showing cs.LGShow all
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cs.LG2024★ 3 cited
Deterministic and statistical calibration of constitutive models from full-field data with parametric physics-informed neural networks
David Anton, Jendrik-Alexander Tröger, Henning Wessels +3
The calibration of constitutive models from full-field data has recently gained increasing interest due to improvements in full-field measurement capabilities. In addition to the e…
cs.LG2021★ 30 cited
Safe Multi-Agent Reinforcement Learning via Shielding
Ingy Elsayed-Aly, Suda Bharadwaj, Christopher Amato +3
Multi-agent reinforcement learning (MARL) has been increasingly used in a wide range of safety-critical applications, which require guaranteed safety (e.g., no unsafe states are ev…
cs.LG2009★ 3 cited
Median topographic maps for biomedical data sets
Barbara Hammer, Alexander Hasenfuß, Fabrice Rossi
Median clustering extends popular neural data analysis methods such as the self-organizing map or neural gas to general data structures given by a dissimilarity matrix only. This o…