Evaluation of an integrated multi-task machine learning system with humans in the loop.
Aaron SteinfeldS. Rachael BennettKyle CunninghamMatt LahutPablo-Alejandro QuinonesDjango WexlerDan SiewiorekJordan HayesPaul R. CohenJulie FitzgeraldOthar HanssonMike PoolMark DrummondPublished in: PerMIS (2007)
Keyphrases
- multi task
- machine learning
- learning tasks
- multi task learning
- learning problems
- gaussian processes
- feature selection
- transfer learning
- machine learning algorithms
- multitask learning
- multiple tasks
- multi class
- learning algorithm
- supervised learning
- decision trees
- sparse learning
- inductive learning
- information extraction
- data analysis
- semi supervised learning
- knowledge acquisition
- natural language processing
- image registration
- active learning