Improved Learning for Stochastic Timed Models by State-Merging Algorithms.
Braham Lotfi MediouniAyoub NouriMarius BozgaSaddek BensalemPublished in: NFM (2017)
Keyphrases
- learning algorithm
- learning models
- machine learning algorithms
- accurate models
- learned models
- prior knowledge
- noise tolerant
- learning process
- learning tasks
- mathematical models
- bayesian methods
- online learning
- model selection
- theoretical analysis
- learning systems
- reinforcement learning
- finite state machines
- hidden variables
- structured prediction
- machine learning
- unsupervised learning
- supervised learning
- bayesian networks
- complex systems
- optimization problems
- significant improvement
- artificial neural networks
- computational complexity
- learning automata
- latent variable models
- data mining
- learning paradigms
- exponentiated gradient