Lifelong Machine Learning with Deep Streaming Linear Discriminant Analysis.
Tyler L. HayesChristopher KananPublished in: CoRR (2019)
Keyphrases
- linear discriminant analysis
- machine learning
- discriminant analysis
- face recognition
- dimensionality reduction
- principal component analysis
- small sample size
- discriminant features
- dimension reduction
- feature extraction
- support vector machine svm
- support vector
- feature space
- high dimensional data
- null space
- pattern recognition
- principal components analysis
- fisher criterion
- class separability
- feature selection
- linear discriminant
- data mining
- computer vision
- decision trees
- discriminative information
- data analysis
- subspace methods
- data streams
- learning tasks
- multivariate statistical
- generalized discriminant analysis
- dealing with high dimensional data
- subspace analysis
- support vector machine
- unsupervised learning
- scatter matrices
- supervised learning