Adapting to misspecification in contextual bandits with offline regression oracles.
Sanath Kumar KrishnamurthyVitor HadadSusan AtheyPublished in: CoRR (2021)
Keyphrases
- regression model
- real time
- linear regression
- stochastic systems
- contextual information
- model selection
- regression analysis
- active learning
- simple linear
- regression problems
- regression methods
- gaussian process regression
- ridge regression
- context sensitive
- regret bounds
- locally weighted
- multi variate
- gaussian processes
- support vector regression
- least squares
- special case
- support vector
- case study
- information systems
- machine learning
- data mining
- neural network