Spectral Methods for Data Science: A Statistical Perspective.
Yuxin ChenYuejie ChiJianqing FanCong MaPublished in: Found. Trends Mach. Learn. (2021)
Keyphrases
- spectral methods
- data science
- spectral analysis
- manifold learning
- statistical learning
- random walk
- spectral clustering
- big data
- eigendecomposition
- information theory
- machine learning
- data mining applications
- graph partitioning
- data analysis
- databases
- information theoretic
- data management
- semi supervised
- social networks