Streamlining models with explanations in the learning loop.
Francesco LomuscioPaolo BajardiAlan PerottiElvio G. AmparorePublished in: DSAA (2022)
Keyphrases
- prior knowledge
- learning process
- accurate models
- probabilistic model
- learned models
- learning systems
- learning models
- learning tasks
- learning algorithm
- supervised learning
- generating explanations
- latent variable models
- qualitative models
- bayesian methods
- learning scheme
- incremental learning
- learning scenarios
- statistical models
- model selection
- reinforcement learning
- decision trees
- artificial intelligence