A Spectral Algorithm for Learning Mixtures of Distributions.
Santosh S. VempalaGrant WangPublished in: FOCS (2002)
Keyphrases
- learning algorithm
- detection algorithm
- dynamic programming
- significant improvement
- k means
- computational cost
- incremental learning
- computational complexity
- learning speed
- prior knowledge
- clustering method
- np hard
- optimal solution
- reinforcement learning
- bayesian networks
- learning phase
- inductive inference
- mixture distribution
- neural network
- expectation maximization
- online learning
- supervised learning
- cost function
- active learning
- learning process
- search space
- preprocessing
- support vector