Selective Path Automatic Differentiation: Beyond Uniform Distribution on Backpropagation Dropout.
Paul PeseuxMaxime BerarThierry PaquetVictor NicolletPublished in: IEEE Access (2023)
Keyphrases
- uniform distribution
- back propagation
- artificial neural networks
- neural network
- feed forward
- boolean functions
- pac learning
- training algorithm
- feed forward neural networks
- hidden layer
- learning algorithm
- bp algorithm
- multilayer perceptron
- neural nets
- backpropagation neural networks
- feedforward neural networks
- fuzzy logic
- agnostic learning
- bp neural network
- monotone boolean functions
- membership queries
- backpropagation neural network
- multilayer perceptron neural network
- neural network ensemble
- remains np hard
- multilayer neural network
- backpropagation algorithm
- activation function
- dnf formulas
- statistical queries
- recurrent neural networks
- fault diagnosis
- lower bound
- decision trees