Low-rank Solutions of Linear Matrix Equations via Procrustes Flow.
Stephen TuRoss BoczarMax SimchowitzMahdi SoltanolkotabiBen RechtPublished in: ICML (2016)
Keyphrases
- low rank
- low rank matrix
- convex optimization
- linear combination
- missing data
- matrix factorization
- singular value decomposition
- matrix decomposition
- rank minimization
- matrix completion
- trace norm
- closed form solutions
- semi supervised
- linear systems
- high dimensional data
- kernel matrix
- singular values
- data matrix
- nuclear norm
- kernel matrices
- low rank matrices
- factorization methods
- low rank approximation
- high order
- low rank and sparse
- robust principal component analysis
- minimization problems
- small number
- sparse matrix
- binary matrix
- recommender systems
- optical flow
- data sets