Accelerating Computation of Exemplar-SVM by Binary Approximation based on Matrix Decomposition.
Takato KurokawaYuji YamauchiMitsuru AmbaiTakayoshi YamashitaHironobu FujiyoshiPublished in: BMVC (2017)
Keyphrases
- matrix decomposition
- low rank
- nonnegative matrix factorization
- support vector
- support vector machine svm
- training set
- support vector machine
- singular value decomposition
- low rank approximation
- low rank matrix
- singular values
- svm classifier
- knn
- kernel function
- machine learning
- least squares
- classification algorithm
- hyperplane
- multi class
- support vectors
- feature space
- high dimensional data
- latent structure
- missing data
- nearest neighbor
- probabilistic model
- feature selection