Uncertainty Quantification in CNN Through the Bootstrap of Convex Neural Networks.
Hongfei DuEmre BarutFang JinPublished in: AAAI (2021)
Keyphrases
- neural network
- cellular neural networks
- artificial neural networks
- convolutional neural network
- confidence intervals
- convex optimization
- pattern recognition
- cross validation
- convex hull
- neural network model
- feed forward
- fuzzy logic
- fuzzy systems
- hopfield neural network
- competitive learning
- multi layer
- back propagation
- multilayer perceptron
- uncertain data
- training process
- piecewise linear
- conditional probabilities
- radial basis function
- data sets
- neural nets
- soft computing
- globally optimal
- convex relaxation
- risk minimization
- inherent uncertainty