A Fair Classifier Using Kernel Density Estimation
Jaewoong Cho, Gyeongjo Hwang, Changho Suh
2020Neural Information Processing Systems17 citations
Topics & Concepts
Kernel density estimationComputer scienceArtificial intelligenceClassifier (UML)Variable kernel density estimationPattern recognition (psychology)Multivariate kernel density estimationKernel (algebra)Margin classifierMachine learningStatisticsMathematicsKernel methodSupport vector machineDiscrete mathematicsEstimatorAdversarial Robustness in Machine Learning