FETA: Fairness Enforced Verifying, Training, and Predicting Algorithms for Neural Networks.
Kiarash MohammadiAishwarya SivaramanGolnoosh FarnadiPublished in: CoRR (2022)
Keyphrases
- neural network
- neural network training
- data structure
- learning algorithm
- training algorithm
- worst case
- training process
- early stopping
- data sets
- orders of magnitude
- benchmark datasets
- optimization problems
- computational cost
- pattern recognition
- online learning
- sufficient conditions
- machine learning algorithms
- artificial neural networks
- test set
- feed forward
- reinforcement learning
- bayesian networks
- face recognition
- genetic algorithm