Counterexample-Guided Learning of Monotonic Neural Networks.
Aishwarya SivaramanGolnoosh FarnadiTodd D. MillsteinGuy Van den BroeckPublished in: CoRR (2020)
Keyphrases
- neural network
- learning algorithm
- neural nets
- learning process
- pattern recognition
- prior knowledge
- knowledge acquisition
- learning tasks
- neural learning
- feedforward neural networks
- learning capabilities
- activation function
- inductive inference
- multi layer
- learning community
- learning problems
- model checking
- back propagation
- unsupervised learning
- empirical studies
- online learning
- fuzzy logic
- artificial neural networks
- case study