The algebraic combinatorial approach for low-rank matrix completion.
Franz J. KirályLouis TheranRyota TomiokaPublished in: J. Mach. Learn. Res. (2015)
Keyphrases
- matrix completion
- low rank
- linear combination
- missing data
- low rank matrix approximation
- convex optimization
- matrix factorization
- rank minimization
- high order
- low rank matrix
- singular value decomposition
- kernel matrix
- semi supervised
- high dimensional data
- singular values
- minimization problems
- norm minimization
- nuclear norm
- low rank matrices
- higher order
- trace norm
- low rank approximation
- pairwise
- affinity matrix
- rank aggregation
- dimensionality reduction
- collaborative filtering
- nearest neighbor
- data sets