A confluence matrix condition for exponential error convergence in overparametrized adaptive systems.
David S. BayardPublished in: IEEE Trans. Signal Process. (2000)
Keyphrases
- adaptive systems
- learning systems
- linear complexity
- linear complementarity problem
- error rate
- user modeling
- sufficient conditions
- user model
- adaptation strategies
- hybrid intelligent systems
- e learning
- learning environment
- data mining
- error bounds
- convergence rate
- machine learning
- low cost
- recommender systems
- information retrieval
- convergence speed
- iterative algorithms
- singular value decomposition
- active learning