PAC Confidence Sets for Deep Neural Networks via Calibrated Prediction.
Sangdon ParkOsbert BastaniNikolai MatniInsup LeePublished in: CoRR (2020)
Keyphrases
- neural network
- prediction model
- artificial neural networks to predict
- prediction accuracy
- pattern recognition
- neural networks and support vector machines
- neural network ensemble
- prediction algorithm
- back propagation
- prediction error
- high confidence
- sample complexity
- fuzzy logic
- confidence measure
- upper bound
- chaotic time series
- artificial neural networks
- genetic algorithm
- feed forward
- fault diagnosis
- sufficient conditions
- vc dimension
- predictive model
- confidence values
- special case
- elman network