Learning from Imprecise Data: Adjustments of Optimistic and Pessimistic Variants

Eyke Hüllermeier (1) , Sébastien Destercke (2) , Ines Couso (3)

1 University of Paderborn
2 Heudiasyc - Heuristique et Diagnostic des Systèmes Complexes [Compiègne]
3 Universidad de Oviedo [Oviedo]

Domaines: Informatique [cs]; Intelligence artificielle [cs.AI]; Statistiques [stat]; Machine Learning [stat.ML]

Eyke Hüllermeier, Sébastien Destercke, Ines Couso. Learning from Imprecise Data: Adjustments of Optimistic and Pessimistic Variants. 13th International Conference on Scalable Uncertainty Management (SUM 2019), Dec 2019, Compiègne, France. pp.266-279, ⟨10.1007/978-3-030-35514-2_20⟩. ⟨hal-02417287⟩