URSABench: Comprehensive Benchmarking of Approximate Bayesian Inference Methods for Deep Neural Networks.
Meet P. VaderaAdam D. CobbBrian JalaianBenjamin M. MarlinPublished in: CoRR (2020)
Keyphrases
- neural network
- belief nets
- pattern recognition
- maximum likelihood
- artificial neural networks
- neural network model
- bayesian networks
- bayesian estimation
- bayesian learning
- fuzzy neural network
- neural nets
- feed forward
- multilayer perceptron
- genetic algorithm
- multi layer
- bayesian inference
- recurrent neural networks
- least squares
- fuzzy logic
- posterior probability
- associative memory
- self organizing maps
- generative model
- multi layer perceptron
- exact solution
- feature selection
- feedforward neural networks
- data mining
- expectation propagation
- deep architectures
- database