Fair Streaming Principal Component Analysis: Statistical and Algorithmic Viewpoint.
Junghyun LeeHanseul ChoSe-Young YunChulhee YunPublished in: NeurIPS (2023)
Keyphrases
- viewpoint
- principal component analysis
- data streams
- statistical models
- principal components
- dimension reduction
- dimensionality reduction
- statistical analysis
- statistical information
- independent component analysis
- discriminant analysis
- feature space
- real time streaming
- linear discriminant analysis
- covariance matrix
- singular value decomposition
- multiple views
- face recognition
- data sets
- statistical approaches
- real time
- data driven
- support vector
- genetic algorithm
- streaming data
- training procedure
- dimension reduction methods