An EM transfer learning algorithm with applications in bionic hand prostheses.
Benjamin PaassenAlexander SchulzJanne HahneBarbara HammerPublished in: ESANN (2017)
Keyphrases
- learning algorithm
- transfer learning
- em algorithm
- machine learning
- machine learning algorithms
- expectation maximization
- training data
- reinforcement learning
- generalization ability
- learning rate
- knowledge transfer
- k means
- learning scheme
- active learning
- supervised learning
- maximum likelihood
- unsupervised learning
- learning problems
- information retrieval
- gaussian mixture model
- generative model
- mixture model
- learning tasks
- density estimation
- small number
- image segmentation
- case study
- cross domain
- genetic algorithm
- membership queries