AdaOja: Adaptive Learning Rates for Streaming PCA.
Amelia HenriksenRachel WardPublished in: CoRR (2019)
Keyphrases
- learning rate
- principal component analysis
- convergence rate
- learning algorithm
- covering numbers
- gaussian kernels
- feature extraction
- dimensionality reduction
- principal components
- convergence speed
- delta bar delta
- feature space
- high dimensional
- uniform convergence
- data mining
- sufficient conditions
- vc dimension
- upper bound
- feature selection
- machine learning