Slice-based Learning: A Programming Model for Residual Learning in Critical Data Slices.
Vincent S. ChenSen WuZhenzhen WengAlexander RatnerChristopher RéPublished in: CoRR (2019)
Keyphrases
- prior knowledge
- learning models
- experimental data
- probability distribution
- learning scheme
- background knowledge
- hidden variables
- learned models
- learning process
- image data
- online learning
- data structure
- data sets
- learning algorithm
- learning systems
- bayesian methods
- learning mechanism
- sensory data
- knowledge acquisition
- mathematical model
- high dimensional data
- data collection
- object oriented
- probabilistic model
- active learning
- reinforcement learning
- high level
- machine learning