A Deep Learning Approach to Unsupervised Ensemble Learning.
Uri ShahamXiuyuan ChengOmer DrorAriel JaffeBoaz NadlerJoseph T. ChangYuval KlugerPublished in: CoRR (2016)
Keyphrases
- ensemble learning
- deep learning
- unsupervised learning
- deep architectures
- weakly supervised
- generalization ability
- semi supervised
- ensemble methods
- supervised learning
- unlabeled data
- machine learning
- semi supervised learning
- feature selection
- base classifiers
- random forest
- concept drift
- labeled data
- mental models
- model selection
- dimensionality reduction
- information extraction
- expectation maximization
- topic models
- pairwise
- object class
- training data
- decision trees