A Sequential Multi-task Learning Neural Network with Metric-Based Knowledge Transfer.
Simeng YueSeiichi OzawaPublished in: ICMLA (1) (2012)
Keyphrases
- knowledge transfer
- multi task learning
- transfer learning
- neural network
- learning tasks
- multi task
- metric learning
- multiple tasks
- multitask learning
- machine learning
- reinforcement learning
- learning problems
- labeled data
- gaussian processes
- knowledge sharing
- collaborative filtering
- text classification
- distance metric
- machine learning algorithms
- active learning
- learning algorithm
- high order
- text categorization
- theoretical analysis
- text mining
- distance function
- probabilistic model
- information gain
- pairwise
- case study