Efficient and practical stochastic subgradient descent for nuclear norm regularization

Keyphrases

• Stochastic Gradient Descent 100%
• Nuclear Norm Minimization 100%
• Low-rank 50%
• Optimization Problem 50%
• Practical Algorithm 50%
• Parallelizable 50%
• Matrix Classes 50%
• Matrix Completion 50%
• Subgradient Method 50%
• Matrix Optimization 50%
• Stochastic Subgradient 50%
• Small Matrices 50%
• Dense Linear Algebra 50%
• Low-rank Factorization 50%
• Incremental SVD 50%
• Linear Algebra Operation 50%

Computer Science

• Regularization 100%
• Nuclear Norm 100%
• Optimization Problem 50%
• Linear Algebra Operation 50%