Bayesian Active Learning for Posterior Estimation - IJCAI-15 Distinguished Paper.
Kirthevasan KandasamyJeff G. SchneiderBarnabás PóczosPublished in: IJCAI (2015)
Keyphrases
- active learning
- posterior distribution
- posterior probability
- bayesian estimation
- probability distribution
- parameter estimation
- bayesian framework
- markov random field prior
- machine learning
- semi supervised
- learning algorithm
- learning process
- learning strategies
- bayesian learning
- bayesian inference
- markov chain monte carlo
- training set
- estimation algorithm
- random sampling
- bayesian networks
- accurate estimation
- gaussian process
- multi class
- probabilistic model
- support vector machine
- labeled data
- data driven