Semi-Supervised Learning using Differentiable Reasoning.
Emile van KriekenErman AcarFrank van HarmelenPublished in: CoRR (2019)
Keyphrases
- semi supervised learning
- semi supervised
- unlabeled data
- labeled data
- semi supervised classification
- supervised learning
- unsupervised learning
- learning problems
- machine learning
- training data
- labeled examples
- active learning
- co training
- graph based semi supervised learning
- manifold regularization
- label propagation
- improve the classification accuracy
- semi supervised learning algorithms
- objective function
- learning algorithm
- knowledge representation
- regularization framework
- prior knowledge
- learning models
- pairwise
- bayesian networks
- unlabeled samples
- face recognition