Reasoning-Based Learning of Interpretable ML Models.
Alexey IgnatievJoão Marques-SilvaNina NarodytskaPeter J. StuckeyPublished in: IJCAI (2021)
Keyphrases
- learning algorithm
- learning process
- accurate models
- structured prediction
- reinforcement learning
- learning systems
- learned models
- hidden variables
- learning models
- learning tasks
- data sets
- knowledge acquisition
- learning problems
- maximum likelihood
- probabilistic model
- knowledge base
- e learning
- supervised learning
- unsupervised learning
- case based reasoning
- background knowledge
- active learning
- neural nets
- prior knowledge
- bayesian networks
- model construction
- qualitative models
- formal models
- machine learning