Adapting to misspecification in contextual bandits with offline regression oracles.
Sanath Kumar KrishnamurthyVitor HadadSusan AtheyPublished in: ICML (2021)
Keyphrases
- regression model
- contextual information
- linear regression
- regression problems
- stochastic systems
- real time
- regression methods
- test cases
- polynomial regression
- regression algorithm
- regression method
- support vector regression
- context sensitive
- aggregating algorithm
- gaussian processes
- regression analysis
- simple linear
- active learning
- support vector
- context dependent
- data sets