Likelihood-Free Inference with Generative Neural Networks via Scoring Rule Minimization.
Lorenzo PacchiardiRitabrata DuttaPublished in: CoRR (2022)
Keyphrases
- neural network
- inference process
- pattern recognition
- generative model
- probabilistic inference
- fuzzy decision trees
- multi layer
- bayesian networks
- maximum likelihood
- rule learning
- nearest neighbour
- knowledge base
- active databases
- genetic algorithm
- markov logic networks
- conditional likelihood
- neural nets
- rule base
- multilayer perceptron
- neural network model
- rule sets
- fault diagnosis
- unsupervised learning
- data driven
- artificial neural networks
- objective function
- belief networks
- back propagation
- feedforward neural networks
- error function
- expert systems
- decision trees
- learning algorithm
- scoring model