Distributed Estimation for Principal Component Analysis: An Enlarged Eigenspace Analysis

Computer Science

• Component Analysis 100%
• Convergence Rate 25%
• Convex Optimization 25%
• Distributed Algorithm 25%
• Divide-and-Conquer Algorithm 25%
• Eigenvector 25%
• Fast Convergence 25%
• Learning Problem 25%
• Machine Learning 25%
• Principal Components 100%
• Simulation Study 25%
• Single Index Model 25%
• Statistical Estimation 25%

Mathematics

• Convergence Rate 16%
• Distributed Data 16%
• Divide and Conquer 16%
• Eigenspace 100%
• Eigenvector 16%
• Estimation Approach 16%
• Model Index 16%
• Principal Component Analysis 100%
• Principal Component Regression 16%
• Simulation Study 16%
• Wide Range 16%

Keyphrases

• Eigenspace Analysis 100%