8 citations
- Institute of MiningRU2 papers
- Binghamton UniversityUS1 paper
- Centre Inria de l'Université Grenoble AlpesFR1 paper
- Columbia UniversityUS1 paper
- Dartmouth CollegeUS1 paper
- École Normale Supérieure Paris-SaclayFR1 paper
- École Normale Supérieure - PSLFR1 paper
- Florida Institute for Human and Machine CognitionUS1 paper
- Laboratoire de Biologie et Pharmacologie AppliquéeFR1 paper
- University of Maryland, College ParkUS1 paper
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cs.AI2026
Beyond Accuracy: Measuring Logical Compliance of Predictive Models
Guillaume Olivier Delplanque, Pierre Genevès, Nabil Layaïda +1
Machine learning models are predominantly evaluated through predictive performance metrics such as ranking quality, prediction error, or classification accuracy. While these metric…
cs.AI2025
On Scaling Neurosymbolic Programming through Guided Logical Inference
Thomas Jean-Michel Valentin, Luisa Sophie Werner, Pierre Genevès +1
Probabilistic neurosymbolic learning seeks to integrate neural networks with symbolic programming. Many state-of-the-art systems rely on a reduction to the Probabilistic Weighted M…