TR-SVD: Fast and Memory Efficient Method for Time Ranged Singular Value Decomposition.
Jun-Gi JangDongjin ChoiJinhong JungU KangPublished in: CoRR (2018)
Keyphrases
- singular value decomposition
- memory efficient
- latent semantic analysis
- singular values
- measurement matrix
- principal component analysis
- dimension reduction
- dimensionality reduction
- factorization method
- objective function
- reconstruction error
- point correspondences
- singular vectors
- low rank approximation
- neural network
- high dimensional data
- support vector machine svm
- linear combination
- least squares
- pattern recognition
- image processing