Improving GAN with inverse cumulative distribution function for tabular data synthesis
Ban Li, Senlin Luo, Xiaonan Qin, Limin Pan
Topics & Concepts
DiscriminatorComputer scienceCumulative distribution functionTransformation (genetics)InverseArtificial neural networkFunction (biology)Generative modelAlgorithmMarginal distributionDistribution (mathematics)Data miningArtificial intelligencePattern recognition (psychology)Generative grammarMathematicsProbability density functionStatisticsTelecommunicationsChemistryGeneEvolutionary biologyRandom variableBiochemistryBiologyGeometryMathematical analysisDetectorGenerative Adversarial Networks and Image SynthesisImage Processing and 3D ReconstructionAI in cancer detection