Debiasing Counterfactuals in the Presence of Spurious Correlations
Amar Kumar, Nima Fathi, Raghav Mehta, Brennan Nichyporuk, Jean-Pierre Falet, Sotirios A. Tsaftaris, Tal Arbel
Topics & Concepts
Spurious relationshipCounterfactual thinkingDebiasingComputer scienceArtificial intelligenceMachine learningCorrelationPopulationClassifier (UML)Metric (unit)A priori and a posterioriPattern recognition (psychology)MathematicsPsychologyMedicineEnvironmental healthCognitive scienceEpistemologyEconomicsOperations managementSocial psychologyPhilosophyGeometryCOVID-19 diagnosis using AIArtificial Intelligence in Healthcare and EducationExplainable Artificial Intelligence (XAI)