Mitigating Covariate Shift in Misspecified Regression with Applications to Reinforcement Learning.
Philip AmortilaTongyi CaoAkshay KrishnamurthyPublished in: COLT (2024)
Keyphrases
- covariate shift
- model selection
- reinforcement learning
- regression model
- domain adaptation
- cross validation
- machine learning
- semi supervised learning
- data generation
- learning problems
- learning algorithm
- unsupervised learning
- active learning
- transfer learning
- linear regression
- training and test data
- support vector
- feature selection
- regression methods
- supervised learning
- knn