Noisy Matrix Completion: Understanding Statistical Guarantees for Convex Relaxation via Nonconvex Optimization.
Yuxin ChenYuejie ChiJianqing FanCong MaYuling YanPublished in: SIAM J. Optim. (2020)
Keyphrases
- convex relaxation
- matrix completion
- convex optimization
- alternating direction method of multipliers
- low rank
- multi label
- optimization methods
- globally optimal
- multistage
- multiple kernel learning
- optimization problems
- nuclear norm
- incomplete data
- evolutionary algorithm
- image processing
- graph cuts
- image classification