Bayesian active learning with basis functions.
Ilya O. RyzhovWarren B. PowellPublished in: ADPRL (2011)
Keyphrases
- basis functions
- active learning
- linear combination
- b spline
- radial basis function
- state space
- machine learning
- set of basis functions
- random sampling
- training set
- learning algorithm
- labeled data
- supervised learning
- learning process
- wavelet analysis
- matching pursuit
- signal reconstruction
- series expansion
- semi supervised
- markov chain
- wavelet bases