Nearly Optimal Rates of Privacy-preserving Sparse Generalized Eigenvalue Problem

Keyphrases

• Nearly Optimal 100%
• Privacy-preserving 100%
• Optimal Rate 100%
• Differential Privacy 100%
• Sparse Generalized Eigenvalue Problem 100%
• Principal Coordinate Analysis (PCoA) 60%
• Generalized Eigenvalue Problem 40%
• Privacy Model 40%
• Stochastic Settings 40%
• Rayleigh Flow 40%
• Sliced Inverse Regression 40%
• Sparsity 20%
• Statistical Model 20%
• Estimation Error 20%
• Log 2 20%
• Fisher 20%
• Canonical Correlation Analysis 20%
• Discriminant Analysis 20%
• 2-norm 20%
• Flow Method 20%
• Close-enough 20%
• Norm Estimates 20%
• DP Model 20%
• Minimax Risk 20%
• Statistical Learning Models 20%
• Concentrated Differential Privacy 20%

Mathematics

• Eigenvalue Problem 100%
• PCA 75%
• Stochastics 50%
• Rayleigh Process 50%
• Minimax 25%
• Real-World Data 25%
• Canonical Correlation Analysis 25%
• Number 25%
• Initial Vector 25%
• Discriminant Analysis 25%
• Dimensional Case 25%