Matrix Completion with Noisy Entries and Outliers.
Raymond K. W. WongThomas C. M. LeePublished in: J. Mach. Learn. Res. (2017)
Keyphrases
- matrix completion
- missing data
- low rank
- incomplete data
- missing values
- matrix factorization
- singular values
- rank aggregation
- collaborative filtering
- convex relaxation
- linear combination
- rank minimization
- semi supervised
- active learning
- recommender systems
- theoretical guarantees
- stochastic gradient descent
- face recognition
- data sets