A greedy algorithm for model selection of tensor decompositions.
Austin J. BrockmeierJosé C. PríncipeAnh Huy PhanAndrzej CichockiPublished in: ICASSP (2013)
Keyphrases
- greedy algorithm
- model selection
- cross validation
- greedy algorithms
- high order
- hyperparameters
- regression model
- dynamic programming
- motion segmentation
- sample size
- objective function
- selection criterion
- worst case
- feature selection
- higher order
- variable selection
- statistical inference
- machine learning
- mixture model
- dimensionality reduction
- diffusion tensor
- statistical learning
- influence maximization
- marginal likelihood
- gaussian process
- information criterion
- singular value decomposition
- influence spread
- probabilistic model
- generalization error
- parameter determination
- graphical models