Beyond Fine Tuning: A Modular Approach to Learning on Small Data.
Ark AndersonKyle ShafferArtëm YankovCourtney D. CorleyNathan Oken HodasPublished in: CoRR (2016)
Keyphrases
- data sets
- fine tuning
- prior knowledge
- small number
- background knowledge
- data structure
- data sources
- data processing
- database
- data distribution
- experimental data
- data collection
- domain specific
- learning process
- probability distribution
- learning environment
- training data
- neural network
- bayesian methods
- hidden variables
- complex data
- data quality
- raw data
- human experts
- high quality
- reinforcement learning
- learning systems
- synthetic data
- databases
- text classification