Discriminative k-shot learning using probabilistic models.
Matthias BauerMateo Rojas-CarullaJakub Bartlomiej SwiatkowskiBernhard SchölkopfRichard E. TurnerPublished in: CoRR (2017)
Keyphrases
- probabilistic model
- learning process
- reinforcement learning
- learning systems
- prior knowledge
- knowledge acquisition
- online learning
- discriminative learning
- learning problems
- mobile learning
- learning algorithm
- active learning
- graphical models
- supervised learning
- mobile devices
- hidden variables
- weakly supervised
- pairwise
- bayesian network classifiers
- structured output