Low Rank Matrix-Valued Chernoff Bounds and Applications
Avner MagenAnastasios ZouziasPublished in: CoRR (2010)
Keyphrases
- low rank
- matrix valued
- valued data
- convex optimization
- augmented lagrangian
- vector valued
- missing data
- matrix factorization
- linear combination
- singular value decomposition
- semi supervised
- high dimensional data
- kernel matrix
- lower bound
- total variation
- high order
- filter bank
- learning algorithm
- constrained optimization
- model selection
- pattern recognition