Measure Twice, Cut Once: Quantifying Bias and Fairness in Deep Neural Networks.
Cody BlakeneyGentry AtkinsonNathaniel HuishYan YanVangelis MetsisZiliang ZongPublished in: CoRR (2021)
Keyphrases
- neural network
- pattern recognition
- neural network model
- neural nets
- information systems
- similarity measure
- game theory
- artificial neural networks
- fault diagnosis
- deep learning
- fuzzy systems
- trade off
- social networks
- genetic algorithm
- evolutionary algorithm
- distance measure
- back propagation
- self organizing maps
- expert systems
- video sequences
- multilayer perceptron
- recurrent neural networks
- information theory
- multi layer
- database