Fairness-accuracy tradeoff: activation function choice in a neural network.
Michael B. McCarthySundaraparipurnan NarayananPublished in: AI Ethics (2023)
Keyphrases
- activation function
- neural network
- hidden layer
- back propagation
- feed forward
- artificial neural networks
- feed forward neural networks
- hidden neurons
- multilayer perceptron
- feedforward neural networks
- neural nets
- sigmoid function
- pattern recognition
- hidden nodes
- chaotic neural network
- multi layer
- fuzzy neural network
- network architecture
- single hidden layer
- backpropagation algorithm
- learning algorithm
- single layer
- extreme learning machine
- radial basis function
- learning rate
- recurrent neural networks
- neural network model
- decision making
- multi layer perceptron
- training algorithm
- basis functions
- fuzzy logic
- feature extraction
- genetic algorithm