When does an ensemble of matrices with randomly scaled rows lose rank?
Aly El GamalNavid NaderializadehAmir Salman AvestimehrPublished in: ISIT (2015)
Keyphrases
- singular values
- rows and columns
- binary matrices
- neural network
- singular value decomposition
- positive semidefinite matrices
- ensemble learning
- ensemble methods
- learning algorithm
- low rank approximation
- random forest
- feature selection
- dimensionality reduction
- regression problems
- training set
- rank aggregation
- cluster ensemble
- pruning algorithm
- pairwise comparison
- linear complementarity problem
- training data
- matrix multiplication
- positive semidefinite