The Algebraic Combinatorial Approach for Low-Rank Matrix Completion
Franz J. KirályLouis TheranRyota TomiokaTakeaki UnoPublished in: CoRR (2012)
Keyphrases
- matrix completion
- low rank
- low rank matrix approximation
- matrix factorization
- convex optimization
- missing data
- linear combination
- singular value decomposition
- rank minimization
- semi supervised
- low rank matrix
- high dimensional data
- low rank matrices
- kernel matrix
- high order
- higher order
- singular values
- collaborative filtering
- small number
- trace norm
- nuclear norm
- pattern recognition
- data sets
- markov random field
- rank aggregation
- low rank approximation
- least squares
- knn