Episode-Based Active Learning with Bayesian Neural Networks.
Feras DayoubNiko SünderhaufPeter I. CorkePublished in: CVPR Workshops (2017)
Keyphrases
- posterior distribution
- active learning
- neural network
- probability distribution
- bayesian learning
- bayesian estimation
- posterior probability
- pattern recognition
- semi supervised
- fuzzy logic
- selective sampling
- artificial neural networks
- experimental design
- pool based active learning
- machine learning
- multilayer perceptron
- feed forward
- learning strategies
- semi supervised learning
- fuzzy systems
- random sampling
- training examples
- genetic algorithm
- fault diagnosis
- bayesian networks
- back propagation
- neural network model
- multi layer
- pattern discovery
- gaussian processes
- maximum likelihood
- training set
- event sequences
- crowd sourced
- episode mining
- transfer learning