A Markovian Extension of Valiant's Learning Model (Extended Abstract)
David J. AldousUmesh V. VaziraniPublished in: FOCS (1990)
Keyphrases
- extended abstract
- learning scheme
- learning algorithm
- prior knowledge
- online learning
- learning systems
- hidden variables
- learning process
- probabilistic model
- learning theory
- theoretical analysis
- parameter estimation
- computational model
- learning experience
- mathematical model
- statistical model
- pac model
- decision theoretic
- concept learning
- learning phase
- knowledge acquisition
- artificial neural networks
- objective function
- reinforcement learning
- bayesian networks
- decision trees