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- University of the Basque CountryES5 papers
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- Basque Centre for Climate ChangeES1 paper
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- Université d'OrléansFR1 paper
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cs.LG2026★ 2 cited
Disentangling Aleatoric and Epistemic Uncertainty in Physics-Informed Neural Networks. Application to Insulation Material Degradation Prognostics
Ibai Ramirez, Jokin Alcibar, Joel Pino +2
Physics-Informed Neural Networks (PINNs) provide a framework for integrating physical laws with data. However, their application to Prognostics and Health Management (PHM) remains…
cs.LG2026
Strategically Deceptive Model Deployment in Performative Prediction
Javier Sanguino Bautiste, Thomas Kehrenberg, Jose A. Lozano +1
Machine Learning systems are increasingly deployed in decision-making settings that shape user behavior and, in turn, the data on which future decisions are based. Performative Pre…