Sparsity and Error Analysis of Empirical Feature-Based Regularization Schemes.
Xin GuoJun FanDing-Xuan ZhouPublished in: J. Mach. Learn. Res. (2016)
Keyphrases
- error analysis
- mixed norm
- least squares
- sparse approximation
- cross ratio
- empirical risk minimization
- error correction
- numerical scheme
- sparse representation
- rademacher complexity
- theoretical analysis
- regularization parameter
- high dimensional
- regularization methods
- sparsity inducing
- cross validation
- partial differential equations
- machine learning