Principal Component Analysis in the local differential privacy model

Computer Science

• Component Analysis 100%
• Principal Component 100%
• Differential Privacy 100%
• Models 100%
• Sparsity 33%
• Real World 33%
• Eigenvalue 33%
• Efficient Algorithm 33%
• Dimensional Case 33%

Mathematics

• PCA 100%
• Minimax 66%
• Parameters 66%
• Upper Bound 33%
• Dimensional Case 33%
• Sample Size 33%
• Algorithm 33%
• Bounds 33%
• Terms 33%
• Subspace 33%

INIS

• principal component analysis 100%
• risks 66%
• algorithms 33%
• distance 33%
• size 33%
• datasets 33%
• eigenvalues 33%