Sample Amplification: Increasing Dataset Size even when Learning is Impossible.
Brian AxelrodShivam GargVatsal SharanGregory ValiantPublished in: ICML (2020)
Keyphrases
- random sample
- learning systems
- supervised learning
- learning process
- prior knowledge
- inductive inference
- learning problems
- real time
- training data
- learning algorithm
- machine learning
- computational complexity
- learning environment
- reinforcement learning
- e learning
- learning tasks
- feature selection
- inductive learning
- learning community
- learning scheme