Active Sampling for Pairwise Comparisons via Approximate Message Passing and Information Gain Maximization.
Aliaksei MikhailiukClifford WilmotMaría Pérez-OrtizDingcheng YueRafal MantiukPublished in: CoRR (2020)
Keyphrases
- message passing
- information gain
- belief propagation
- feature selection
- decision trees
- text categorization
- naive bayes
- markov random field
- graphical models
- objective function
- information retrieval
- graph cuts
- recommender systems
- machine learning
- text classification
- model selection
- unlabeled data
- multi class
- probabilistic model