Multi-task Learning with Weak Class Labels: Leveraging iEEG to Detect Cortical Lesions in Cryptogenic Epilepsy.
Bilal AhmedThomas ThesenKaren E. BlackmonRuben KuznieckyOrrin DevinskyJennifer G. DyCarla E. BrodleyPublished in: CoRR (2016)
Keyphrases
- class labels
- multi task learning
- multi task
- learning tasks
- supervised learning
- learning problems
- gaussian processes
- labeled data
- training examples
- multi label
- training data
- transfer learning
- high order
- unlabeled data
- training set
- dirichlet process
- theoretical analysis
- multi class
- learning models
- learning algorithm
- semi supervised learning
- feature set
- eeg signals
- data mining
- small number
- semi supervised
- prior knowledge
- pairwise
- similarity measure