Using Knowledge to Speed Learning: A Comparison of Knowledge-based Cascade-correlation and Multi-task Learning.
Thomas R. ShultzFrançois RivestPublished in: ICML (2000)
Keyphrases
- multi task learning
- learning tasks
- cascade correlation
- multi task
- multiple tasks
- knowledge acquisition
- expert systems
- learning algorithm
- learning process
- learning problems
- neural network
- prior knowledge
- multitask learning
- gaussian processes
- high order
- multi class
- knowledge base
- genetic algorithm
- background knowledge
- active learning
- theoretical analysis
- decision trees