Riemannian optimization with a preconditioning scheme on the generalized Stiefel manifold

Keyphrases

• Generalized Stiefel Manifold 100%
• Riemannian Optimization 100%
• Geometric Components 66%
• Optimization Problem 33%
• Machine Learning 16%
• Deep Learning 16%
• Riemannian Metric 16%
• Enhanced Stability 16%
• Dimensionality Reduction 16%
• Electronic Structure Calculations 16%
• Statistical Learning 16%
• Canonical Correlation Analysis 16%
• Nonlinear Eigenvalue Problem 16%
• Computational Science 16%
• Parameter Matrix 16%
• Stiefel Manifold 16%
• Learning Stability 16%
• Symmetric Generalized Eigenvalue Problem 16%
• Constraint Manifold 16%

Engineering

• Stiefel Manifold 100%
• Metrics 28%
• Illustrates 14%
• Optimisation Problem 14%
• Engineering 14%
• Deep Learning 14%
• Eigenvalue 14%
• Regularization 14%
• Dimensionality Reduction Technique 14%
• Generalized Eigenvalue Problem 14%
• Solving Optimization Problem 14%

Mathematics

• Stiefel Manifold 100%
• Eigenvalue Problem 28%
• Matrix (Mathematics) 14%
• Statistics 14%
• Manifold 14%
• Dimensionality Reduction 14%
• Deep Learning 14%
• Regularization 14%
• Canonical Correlation Analysis 14%
• Nonlinear Eigenvalue 14%