Spectral Methods for Data Science: A Statistical Perspective.
Yuxin ChenYuejie ChiJianqing FanCong MaPublished in: CoRR (2020)
Keyphrases
- spectral methods
- data science
- spectral analysis
- random walk
- manifold learning
- statistical learning
- spectral clustering
- data mining applications
- big data
- graph partitioning
- eigendecomposition
- machine learning
- information theory
- normalized cut
- learning algorithm
- object oriented
- face recognition
- graph clustering
- data analysis
- dimension reduction
- speech recognition
- database management systems