Everything is varied: The surprising impact of instantial variation on ML reliability
Andrea Campagner, Lorenzo Famiglini, Anna Carobene, Federico Cabitza
Topics & Concepts
Robustness (evolution)Computer scienceVariation (astronomy)Software deploymentRelevance (law)Machine learningGeneralizationPopulationArtificial intelligenceMathematicsDemographyMathematical analysisChemistryPolitical scienceLawAstrophysicsGeneOperating systemPhysicsBiochemistrySociologyMachine Learning and Data ClassificationAnomaly Detection Techniques and ApplicationsExplainable Artificial Intelligence (XAI)