Factorization of Binary Matrices: Rank Relations, Uniqueness and Model Selection of Boolean Decomposition.
Derek DeSantisErik SkauDuc P. TruongBoian S. AlexandrovPublished in: ACM Trans. Knowl. Discov. Data (2022)
Keyphrases
- model selection
- binary matrices
- binary matrix
- cross validation
- matrix factorization
- low rank
- hyperparameters
- parameter estimation
- machine learning
- feature selection
- generalization error
- model selection criteria
- discrete tomography
- motion segmentation
- mixture model
- bayesian information criterion
- pairwise
- information criterion
- data sets
- singular value decomposition
- support vector machine
- binary data
- high dimensional
- feature extraction