38 citations
- Centre de Recherche en Informatique, Signal et Automatique de LilleFR2 papers
- Laboratoire d'Informatique Fondamentale de LilleFR2 papers
- Millennium InstituteBR2 papers
- Birkbeck, University of LondonGB1 paper
- Centre de Recherche en InformatiqueFR1 paper
- Centre Inria de l'Université de LilleFR1 paper
- Centre Inria de l'Université de LorraineFR1 paper
- Centre National de la Recherche ScientifiqueFR1 paper
- Community LinkUS1 paper
- École Centrale de LilleFR1 paper
- Franche-Comté Électronique Mécanique Thermique et Optique - Sciences et TechnologiesFR1 paper
- Institut national de recherche en sciences et technologies du numériqueFR1 paper
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cs.AI2020★ 38 cited
Model Interpretability through the Lens of Computational Complexity
Pablo Barceló, Mikaël Monet, Jorge Pérez +1
In spite of several claims stating that some models are more interpretable than others -- e.g., "linear models are more interpretable than deep neural networks" -- we still lack a…
cs.LO2020★ 8 cited
Containment in Monadic Disjunctive Datalog, MMSNP, and Expressive Description Logics
Pierre Bourhis, Carsten Lutz
We study query containment in three closely related formalisms: monadic disjunctive Datalog (MDDLog), MMSNP (a logical generalization of constraint satisfaction problems), and onto…