Efficient and distributed algorithms for large-scale generalized canonical correlations analysis

Keyphrases

• Distributed Algorithms 100%
• Generalized Canonical Correlation Analysis 100%
• Correlation Matrix 50%
• Square Root 50%
• Computational Complexity 50%
• Common Structure 50%
• Computational Cost 50%
• Two-view 50%
• Sample Feature 50%
• Quadratic Function 50%
• Memory Complexity 50%
• Memory Cost 50%
• Multiple Cores 50%
• Sample Dimension 50%
• Scalability Issues 50%
• Feature Dimension 50%
• Feature Domain 50%
• High-dimensional Matrices 50%
• Real-data Experiments 50%
• Multilingual Data 50%
• Feature Samples 50%
• Cubic Function 50%
• Sparse-view 50%
• Sampling numbers 50%
• Canonical Component 50%

Computer Science

• Correlation Analysis 100%
• Distributed Algorithm 100%
• Computational Complexity 50%
• Feature Dimension 50%
• Correlation Matrix 50%
• Computational Cost 50%
• Domain Feature 50%
• Dimensional Matrix 50%