Learning Global Transparent Models consistent with Local Contrastive Explanations.
Tejaswini PedapatiAvinash BalakrishnanKarthikeyan ShanmugamAmit DhurandharPublished in: NeurIPS (2020)
Keyphrases
- learning process
- prior knowledge
- learning algorithm
- active learning
- learning systems
- learning models
- supervised learning
- reinforcement learning
- mobile learning
- learning tasks
- case study
- training data
- knowledge acquisition
- model selection
- genetic algorithm
- experimental data
- statistical models
- incremental learning
- structured prediction
- latent variable models
- accurate models
- explanatory power