Preventing Failures Due to Dataset Shift: Learning Predictive Models That Transport.
Adarsh SubbaswamyPeter SchulamSuchi SariaPublished in: AISTATS (2019)
Keyphrases
- prior knowledge
- learning process
- learning problems
- knowledge acquisition
- learning systems
- learning tasks
- data sets
- reinforcement learning
- accurate models
- online learning
- learned models
- structured prediction
- learning community
- predictive state representations
- dynamic bayesian networks
- learning models
- model selection
- probabilistic model
- learning algorithm