Gen-Oja: A Simple and Efficient Algorithm for Streaming Generalized Eigenvector Computation.
Kush BhatiaAldo PacchianoNicolas FlammarionPeter L. BartlettMichael I. JordanPublished in: CoRR (2018)
Keyphrases
- single pass
- np hard
- learning algorithm
- worst case
- detection algorithm
- times faster
- dynamic programming
- high accuracy
- computational cost
- cost function
- improved algorithm
- data streams
- convergence rate
- expectation maximization
- recognition algorithm
- segmentation algorithm
- theoretical analysis
- real time
- experimental evaluation
- k means
- computational complexity
- computationally efficient
- simulated annealing
- optimization algorithm
- least squares
- clustering method
- tree structure
- classification algorithm
- probabilistic model
- spectral clustering
- image sequences
- binary trees