Failure Analysis of a Complex Learning Framework Incorporating Multi-modal and Semi-supervised Learning.
Laura L. PullumChristopher T. SymonsPublished in: PRDC (2011)
Keyphrases
- multi modal
- semi supervised learning
- multi view learning
- supervised learning
- boosting framework
- learning frameworks
- learning problems
- semi supervised
- unsupervised learning
- unlabeled data
- active learning
- labeled and unlabeled data
- manifold regularization
- learning algorithm
- learning models
- learning tasks
- semi supervised learning setting
- covariate shift
- machine learning
- co training
- learning process
- training data
- labeled data
- domain adaptation
- multi modality
- regularization framework
- positive examples
- multi task
- semi supervised classification
- high dimensional
- semi supervised learning algorithms
- multiple instance learning
- prior knowledge
- information extraction
- computer vision
- multi view
- transfer learning
- graph transduction
- loss function