Nonsmooth nonconvex optimization approach to clusterwise linear regression problems.
Adil M. BagirovJulien UgonHijran G. MirzayevaPublished in: Eur. J. Oper. Res. (2013)
Keyphrases
- regression problems
- image restoration and reconstruction
- genetic programming
- linear regression
- globally convergent
- cross validation
- nonlinear programming
- variational inequalities
- input space
- random forests
- high dimensional data
- learning machines
- hyperparameters
- machine learning
- support vector machine
- support vector
- objective function
- feature selection
- data sets
- incremental learning
- closed form
- knn
- active learning