ISLET: Fast and Optimal Low-Rank Tensor Regression via Importance Sketching.
Anru R. ZhangYuetian LuoGarvesh RaskuttiMing YuanPublished in: SIAM J. Math. Data Sci. (2020)
Keyphrases
- low rank
- trace norm
- high order
- tensor decomposition
- missing data
- matrix factorization
- linear combination
- matrix completion
- singular value decomposition
- convex optimization
- low rank matrix
- frobenius norm
- semi supervised
- rank minimization
- matrix decomposition
- robust principal component analysis
- low rank matrices
- kernel matrix
- higher order
- data matrix
- regression model
- high dimensional data
- singular values
- non rigid structure from motion
- dimensionality reduction
- minimization problems
- decision trees
- support vector