A Framework for Learning Ante-hoc Explainable Models via Concepts.
Anirban SarkarDeepak VijaykeerthyAnindya SarkarVineeth N. BalasubramanianPublished in: CVPR (2022)
Keyphrases
- learning algorithm
- learning process
- modeling framework
- accurate models
- supervised learning
- design principles
- learned models
- online learning
- concept learning
- learning models
- learning systems
- learning frameworks
- learning paradigms
- prior knowledge
- probabilistic model
- theoretical framework
- machine learning
- distributed learning
- latent variable models
- parameter estimation
- bayesian framework
- statistical models
- background knowledge
- inductive learning
- machine learning algorithms
- computational models
- semi supervised learning
- learning scheme
- learning rules
- qualitative models
- conceptual models
- structured prediction
- learning tasks
- training data
- e learning
- topic models