Robust regressionIn robust statistics, robust regression seeks to overcome some limitations of traditional regression analysis. A regression analysis models the relationship between one or more independent variables and a dependent variable. Standard types of regression, such as ordinary least squares, have favourable properties if their underlying assumptions are true, but can give misleading results otherwise (i.e. are not robust to assumption violations).
Logique linéairevignette|Arbre de résolution linéaire En logique mathématique et plus précisément en théorie de la démonstration, la logique linéaire est un système formel inventé par le logicien Jean-Yves Girard en 1987. Du point de vue logique, la logique linéaire décompose et analyse les logiques classique et intuitionniste. Du point de vue calculatoire, elle est un système de type pour le lambda-calcul permettant de spécifier certains usages des ressources. La logique classique n'étudie pas les aspects les plus élémentaires du raisonnement.
Robustness (computer science)In computer science, robustness is the ability of a computer system to cope with errors during execution and cope with erroneous input. Robustness can encompass many areas of computer science, such as robust programming, robust machine learning, and Robust Security Network. Formal techniques, such as fuzz testing, are essential to showing robustness since this type of testing involves invalid or unexpected inputs. Alternatively, fault injection can be used to test robustness.
