Select and Sample - A Model of Efficient Neural Inference and Learning.
Jacquelyn A. SheltonJörg BornscheinAbdul-Saboor SheikhPietro BerkesJörg LückePublished in: NIPS (2011)
Keyphrases
- decision theoretic
- learning scheme
- supervised learning
- prior knowledge
- boltzmann machine
- structured prediction
- reinforcement learning
- learning phase
- probabilistic model
- neural model
- efficient learning
- computational model
- neural network
- learning tasks
- inference process
- dynamic bayesian networks
- learning mechanism
- mathematical model
- bayesian model
- maximum likelihood
- active learning
- bayesian networks
- feature selection
- learning algorithm
- machine learning