Metric Learning from Imbalanced Data with Generalization Guarantees
Léo Gautheron, Amaury Habrard, Emilie Morvant, Marc Sebban
Topics & Concepts
Mahalanobis distanceMetric (unit)GeneralizationComputer scienceStability (learning theory)Machine learningClass (philosophy)Artificial intelligenceRange (aeronautics)Task (project management)Metric spaceGeneralization errorMathematicsDiscrete mathematicsManagementMaterials scienceMathematical analysisOperations managementEconomicsComposite materialImbalanced Data Classification TechniquesFace and Expression RecognitionArtificial Intelligence in Healthcare