Adaptive Sampling and Fast Low-Rank Matrix Approximation.
Amit DeshpandeSantosh S. VempalaPublished in: Electron. Colloquium Comput. Complex. (2006)
Keyphrases
- adaptive sampling
- low rank matrix approximation
- matrix completion
- monte carlo
- low rank approximation
- random sampling
- singular value decomposition
- control charts
- low rank
- decision trees
- sampling methods
- spectral clustering
- sample size
- collaborative filtering
- matrix factorization
- iterative algorithms
- multi class
- state space
- objective function
- machine learning