PAC Confidence Sets for Deep Neural Networks via Calibrated Prediction.
Sangdon ParkOsbert BastaniNikolai MatniInsup LeePublished in: ICLR (2020)
Keyphrases
- neural network
- prediction accuracy
- artificial neural networks to predict
- prediction model
- artificial neural networks
- neural network ensemble
- prediction algorithm
- back propagation
- multilayer perceptron
- high confidence
- multi layer perceptron
- prediction error
- neural networks and support vector machines
- pattern recognition
- neural network model
- fuzzy systems
- confidence estimates
- predictive model
- pac learning
- radial basis function neural network
- conformal prediction
- confidence level
- lower bound
- learning algorithm
- feed forward
- definite clause
- upper bound
- fuzzy logic
- sample size
- self organizing maps