Matrix Completion With Column Manipulation: Near-Optimal Sample-Robustness-Rank Tradeoffs.
Yudong ChenHuan XuConstantine CaramanisSujay SanghaviPublished in: IEEE Trans. Inf. Theory (2016)
Keyphrases
- matrix completion
- singular values
- rank aggregation
- low rank
- collaborative filtering
- rank minimization
- missing data
- nearest neighbor
- low rank approximation
- data matrix
- singular value decomposition
- ranked list
- matrix factorization
- face recognition
- missing values
- linear combination
- higher order
- least squares
- training data