Gradient-Informed Neural Network Statistical Robustness Estimation.
Karim TitTeddy FuronMathias RoussetPublished in: AISTATS (2023)
Keyphrases
- neural network
- statistically sound
- artificial neural networks
- accurate estimation
- back propagation
- statistical models
- pattern recognition
- log likelihood function
- statistical analysis
- control system
- gradient vector
- bp neural network
- multi layer
- estimation algorithm
- maximum likelihood criterion
- gradient method
- gradient information
- gaussian markov random fields
- estimation accuracy
- statistical information
- neural nets
- recurrent neural networks
- multilayer perceptron
- feed forward
- information theoretic
- data driven