On the complexity of learning a language: An improvement of Block's algorithm
Eric WernerPublished in: CoRR (2012)
Keyphrases
- learning algorithm
- computational complexity
- np hard
- detection algorithm
- worst case
- computational cost
- significant improvement
- search space
- learning process
- active learning
- cost function
- experimental evaluation
- k means
- learning phase
- dynamic programming
- probabilistic model
- space complexity
- linear complexity
- convergence rate
- learning speed
- memory requirements
- provide a formal definition
- theoretical analysis
- programming language
- supervised learning
- optimization algorithm
- online learning
- video sequences
- objective function
- language acquisition
- reinforcement learning
- training data
- similarity measure