Lifelong Machine Learning with Deep Streaming Linear Discriminant Analysis.
Tyler L. HayesChristopher KananPublished in: CVPR Workshops (2020)
Keyphrases
- linear discriminant analysis
- machine learning
- discriminant analysis
- face recognition
- dimensionality reduction
- principal component analysis
- dimension reduction
- discriminant features
- feature extraction
- feature space
- principal components analysis
- high dimensional data
- support vector
- pattern recognition
- linear discriminant
- small sample size
- discriminative information
- class separability
- support vector machine svm
- null space
- data streams
- data mining
- fisher criterion
- support vector machine
- subspace methods
- multivariate statistical
- qr decomposition
- scatter matrix
- subspace analysis
- locality preserving projections
- decision trees
- feature selection
- text classification
- learning algorithm
- data sets
- discriminant information
- data analysis
- data points
- nonparametric discriminant analysis
- dealing with high dimensional data