Efficient interventional distribution learning in the PAC framework.
Arnab BhattacharyyaSutanu GayenSaravanan KandasamyVedant RavalN. Variyam VinodchandranPublished in: AISTATS (2022)
Keyphrases
- learning process
- learning scheme
- learning algorithm
- supervised learning
- learning mechanism
- lightweight
- noise tolerant
- active learning
- learning problems
- main contribution
- reinforcement learning
- knowledge acquisition
- data sets
- theoretical framework
- online learning
- distributed learning
- agnostic learning
- learning systems
- bayesian framework
- design principles
- semi supervised
- inductive inference
- upper bound