Learning Optimal Summaries of Clinical Time-series with Concept Bottleneck Models.
Carissa WuSonali ParbhooMarton HavasiFinale Doshi-VelezPublished in: MLHC (2022)
Keyphrases
- learning process
- learning systems
- reinforcement learning
- learned models
- learning tasks
- concept learning
- structured prediction
- accurate models
- online learning
- machine learning algorithms
- prior knowledge
- lower bound
- learning problems
- hidden variables
- active learning
- parameter estimation
- complex systems
- classification models
- learning algorithm