Harnessing Structures in Big Data via Guaranteed Low-Rank Matrix Estimation.
Yudong ChenYuejie ChiPublished in: CoRR (2018)
Keyphrases
- big data
- low rank matrix
- low rank
- cloud computing
- social media
- data analysis
- data management
- data processing
- vast amounts of data
- matrix factorization
- convex optimization
- business intelligence
- big data analytics
- singular value decomposition
- collective intelligence
- sparse matrix
- knowledge discovery
- database systems
- approximation methods
- machine learning
- decision support
- active learning
- association rules
- face recognition
- data science
- case study