Documentos de Luis Galarraga | REDI

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Filtros aplicados

Palabras Claves: "interpretability"

Subtipo de publicación

Conference Object(3)

Publisher

International Conference on Information and Knowledge Management, Proceedings(2)

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)(1)

Área temáticas

Ciencias de la computación(2)

Ciencias sociales(1)

Lingüística(1)

Procesos mentales conscientes e inteligencia(1)

Psicología diferencial y del desarrollo(1)

Área de conocimiento

Aprendizaje automático(3)

Ciencias de la computación(2)

Filosofía de la ciencia(1)

Año de Publicación

Origen

Palabras Claves

explainable ai(2)

Explainability(1)

Machine learning(1)

counterfactual explanations(1)

linear explanations(1)

AIMLAI'20: Third Workshop on Advances in Interpretable Machine Learning and Artificial Intelligence

Conference Object

Abstract: The Third Workshop on "Advances in Interpretable Machine Learning and Artificial Intelligence" (AIML

Palabras claves:

explainable ai, interpretability, Machine learning

Bibal A., Bouadi T., Frénay B., Luis Galarraga, Oramas J.

When Should We Use Linear Explanations?

Conference Object

Abstract: The increasing interest in transparent and fair AI systems has propelled the research in explainable

Palabras claves:

counterfactual explanations, Explainability, interpretability, linear explanations, rule-based explanations

Delaunay J., Largouët C., Luis Galarraga

s-LIME: Reconciling Locality and Fidelity in Linear Explanations

Conference Object

Abstract: The benefit of locality is one of the major premises of LIME, one of the most prominent methods to e

Palabras claves:

explainable ai, interpretability

Bhargava V., Delaunay J., Gaudel R., Luis Galarraga, Rozé L.