A Novel Approach to the Convergence of Unsupervised Learning Algorithms.
Ruey-Wen LiuYih-Fang HuangXie-Ting LingPublished in: ISCAS (1995)
Keyphrases
- learning algorithm
- supervised learning
- deep architectures
- machine learning algorithms
- unsupervised learning
- machine learning
- learning problems
- unlabeled data
- iterative algorithms
- training data
- active learning
- semi supervised
- supervised classification
- learning rate
- convergence speed
- labeled data
- restricted boltzmann machine
- learning scheme
- decision tree learning
- inductive learning algorithms
- completely unsupervised
- back propagation
- training samples
- generalization ability
- convergence rate
- weakly supervised
- hypothesis space
- efficient learning
- training examples
- semi supervised learning
- evolutionary algorithm
- reinforcement learning
- data sets