Active Learning for Structured Prediction from Partially Labeled Data.
Mehran KhodabandehZhiwei DengMostafa S. IbrahimShin'ichi SatohGreg MoriPublished in: CoRR (2017)
Keyphrases
- partially labeled data
- structured prediction
- active learning
- maximum margin
- semi supervised
- conditional random fields
- learning algorithm
- generalization error
- latent variables
- labeled data
- efficient learning
- random sampling
- convex optimization
- supervised learning
- markov networks
- learning process
- unlabeled data
- training set
- machine learning
- semi supervised learning
- approximate inference
- training examples
- belief networks
- co training
- hyperplane
- labeled examples
- data sets
- regression model
- information retrieval
- decision trees