Differentiable Neural Networks with RePU Activation: with Applications to Score Estimation and Isotonic Regression.
Guohao ShenYuling JiaoYuanyuan LinJian HuangPublished in: CoRR (2023)
Keyphrases
- neural network
- ordinary least squares
- semi parametric
- nonparametric regression
- pattern recognition
- artificial neural networks
- estimation algorithm
- regression model
- feed forward
- estimation accuracy
- recurrent neural networks
- neural network model
- ridge regression
- estimation problems
- loss function
- gaussian processes
- expert systems
- regression problems
- multi layer
- polynomial regression
- activation detection
- activation function
- robust estimation
- fuzzy systems
- support vector regression
- neural nets
- self organizing maps
- back propagation
- support vector