A fast stochastic riemannian eigensolver

Mathematics

• Stochastics 100%
• Riemannian Manifolds 40%
• Variance 40%
• Matrix 20%
• Symmetric Matrix 20%
• PCA 20%
• Nonconvex Problem 20%
• Eigenvector 20%
• Variance Reduction 20%
• Variance Reduction Technique 20%
• Retraction 20%
• Linear Convergence 20%
• Giving Rise 20%
• Convex Problem 20%
• Real Matrix 20%

Keyphrases

• Eigensolver 100%
• Riemannian Gradient 100%
• Stochastic Variance 25%
• Stochastic Variance Reduced Gradient 25%
• Real Matrix 25%
• Vector Transport 25%
• Strongly Convex Problems 25%