Learning Concept Credible Models for Mitigating Shortcuts.
Jiaxuan WangSarah JabbourMaggie MakarMichael W. SjodingJenna WiensPublished in: NeurIPS (2022)
Keyphrases
- learning models
- learning algorithm
- learning process
- statistical models
- structured prediction
- learning scheme
- concept learning
- learning tasks
- statistical model
- neural network
- accurate models
- learned models
- learning problems
- experimental data
- complex systems
- online learning
- probabilistic model
- active learning
- hidden markov models
- data sets
- decision trees
- reinforcement learning
- qualitative models
- inductive inference
- prior knowledge
- hidden variables
- higher education
- learning scenarios
- unsupervised learning
- machine learning algorithms
- background knowledge