Active Learning for Probabilistic Structured Prediction of Cuts and Matchings.
Sima BehpourAnqi LiuBrian D. ZiebartPublished in: ICML (2019)
Keyphrases
- structured prediction
- active learning
- maximum margin
- belief networks
- conditional random fields
- efficient learning
- semi supervised
- markov networks
- latent variables
- probabilistic model
- bayesian networks
- support vector
- approximate inference
- learning algorithm
- convex optimization
- generalization error
- maximum likelihood
- generative model
- data sets
- graphical models
- training set
- machine learning
- semi supervised learning
- random sampling
- higher order
- gaussian process
- supervised learning
- support vector machine
- lower bound