Noisy Matrix Completion: Understanding Statistical Guarantees for Convex Relaxation via Nonconvex Optimization.
Yuxin ChenYuejie ChiJianqing FanCong MaYuling YanPublished in: CoRR (2019)
Keyphrases
- convex relaxation
- matrix completion
- convex optimization
- alternating direction method of multipliers
- low rank
- globally optimal
- multi label
- optimization methods
- multistage
- multiple kernel learning
- optimization problems
- nuclear norm
- optimization method
- total variation
- image segmentation
- incomplete data
- feature selection
- genetic algorithm
- high resolution
- machine learning