Perturbation Analysis of Randomized SVD and its Applications to High-dimensional Statistics.
Yichi ZhangMinh TangPublished in: CoRR (2022)
Keyphrases
- high dimensional
- dimensionality reduction
- singular value decomposition
- dimension reduction
- multi modal
- similarity search
- multi dimensional
- variable selection
- high dimensional data
- low dimensional
- high dimensionality
- least squares
- nearest neighbor
- sparse data
- artificial intelligence
- gene expression data
- data points
- information retrieval
- microarray data
- dimensional data
- database
- singular values
- input space
- noisy data
- statistical methods
- gene expression
- data sets