On the local convergence of GANs with differential Privacy: Gradient clipping and noise perturbation
Maryam Azadmanesh, Behrouz Shahgholi Ghahfarokhi, Maede Ashouri Talouki, Hussein Eliasi
Topics & Concepts
Perturbation (astronomy)Computer scienceDifferential privacyDiscriminatorRate of convergenceLipschitz continuityUpper and lower boundsClipping (morphology)Gradient descentApplied mathematicsNoise (video)MathematicsAlgorithmArtificial intelligenceMathematical analysisArtificial neural networkTelecommunicationsDetectorImage (mathematics)Quantum mechanicsLinguisticsPhilosophyChannel (broadcasting)PhysicsPrivacy-Preserving Technologies in DataAdversarial Robustness in Machine LearningStochastic Gradient Optimization Techniques