Accelerated Singular Value Decomposition (ASVD) using momentum based Gradient Descent Optimization.
Sandeep Kumar RaghuwanshiRajesh Kumar PateriyaPublished in: J. King Saud Univ. Comput. Inf. Sci. (2021)
Keyphrases
- singular value decomposition
- singular values
- least squares
- dimension reduction
- dimensionality reduction
- low rank
- latent semantic indexing
- principal component analysis
- reconstruction error
- null space
- latent semantic analysis
- low rank matrix
- correlation matrix
- low rank approximation
- loss function
- pattern recognition
- data matrix
- neural network
- stochastic gradient descent
- image sequences
- clustering algorithm
- data sets