MonoNet: Towards Interpretable Models by Learning Monotonic Features.
An-phi NguyenMaría Rodríguez MartínezPublished in: CoRR (2019)
Keyphrases
- learning models
- prior knowledge
- learned models
- feature extraction
- learning process
- accurate models
- feature vectors
- online learning
- co occurrence
- learning algorithm
- learning problems
- predictive power
- supervised learning
- probabilistic model
- feature space
- reinforcement learning
- machine learning
- supervised learning algorithms
- learning rules
- extracted features
- hidden variables
- multi task
- background knowledge
- complex systems
- learning systems
- active learning