A Free Lunch with Influence Functions? Improving Neural Network Estimates with Concepts from Semiparametric Statistics.
Matthew J. VowelsSina AkbariJalal EtesamiNecati Cihan CamgözRichard BowdenPublished in: CoRR (2022)
Keyphrases
- neural network
- semi parametric
- rainfall forecasting
- statistical inference
- regression model
- confidence intervals
- artificial neural networks
- data sets
- neural network model
- bp neural network
- bayesian inference
- statistical learning
- density estimation
- prediction error
- linear model
- radial basis function
- regression problems
- basis functions
- machine learning
- genetic programming