Bidirectional Branch and Bound for Controlled Variable Selection Part III: Local Average Loss Minimization.
Vinay KariwalaYi CaoPublished in: IEEE Trans. Ind. Informatics (2010)
Keyphrases
- branch and bound
- variable selection
- loss minimization
- branch and bound algorithm
- lower bound
- search algorithm
- upper bound
- column generation
- search space
- input variables
- optimal solution
- high dimensional
- linear models
- cross validation
- loss function
- combinatorial optimization
- dimension reduction
- branch and bound method
- branch and bound procedure
- model selection
- high dimensional data
- tree search
- beam search
- randomly generated problems
- tree search algorithm
- branch and bound search
- lagrangian heuristic
- objective function
- neural network
- search tree
- unsupervised learning
- training set
- face recognition