ROIPCA: An Online PCA algorithm based on rank-one updates.
Roy MitzYoel ShkolniskyPublished in: CoRR (2019)
Keyphrases
- learning algorithm
- k means
- preprocessing
- optimization algorithm
- computational complexity
- objective function
- simulated annealing
- improved algorithm
- principal components
- convergence rate
- detection algorithm
- high accuracy
- computational cost
- optimal solution
- probabilistic model
- real time
- recognition algorithm
- times faster
- np hard
- passive aggressive
- similarity measure
- feature space
- independent component analysis
- classification algorithm
- search space
- theoretical analysis
- computationally efficient
- expectation maximization
- particle swarm optimization
- linear programming
- worst case