Being a Bit Frequentist Improves Bayesian Neural Networks.
Agustinus KristiadiMatthias HeinPhilipp HennigPublished in: AISTATS (2022)
Keyphrases
- neural network
- pattern recognition
- artificial neural networks
- data driven
- maximum likelihood
- gaussian processes
- bayesian networks
- fuzzy logic
- network architecture
- fuzzy systems
- data sets
- recurrent neural networks
- competitive learning
- bayesian inference
- multilayer perceptron
- posterior probability
- back propagation
- neural nets
- multi layer
- training algorithm
- self organizing maps
- fuzzy neural network
- bayesian learning
- markov random field
- bayesian estimation
- bayesian analysis