A Mathematical Certification for Positivity Conditions in Neural Networks with Applications to Partial Monotonicity and Ethical AI.
Alejandro Polo-MolinaDavid AlfayaJosé PortelaPublished in: CoRR (2024)
Keyphrases
- neural network
- artificial intelligence
- mathematical knowledge
- pattern recognition
- expert systems
- ai systems
- artificial neural networks
- sufficient conditions
- machine learning
- neural network model
- back propagation
- knowledge representation
- feed forward
- multilayer perceptron
- fuzzy systems
- multi layer
- learning algorithm
- case based reasoning
- fuzzy logic
- self organizing maps
- decision making
- network architecture
- rule extraction
- ethical issues
- computer algebra
- legal issues
- data sets