GATSBI: Generative Adversarial Training for Simulation-Based Inference.
Poornima RameshJan-Matthis LueckmannJan BoeltsÁlvaro Tejero-CanteroDavid S. GreenbergPedro J. GonçalvesJakob H. MackePublished in: CoRR (2022)
Keyphrases
- structured prediction
- generative model
- training set
- bayesian networks
- data driven
- probabilistic inference
- training phase
- neural network
- conditional likelihood
- discriminative training
- markov logic networks
- training algorithm
- inference process
- discriminatively trained
- discriminative classifiers
- inference mechanism
- bayesian network classifiers
- discriminative learning
- random fields
- test set
- training samples
- supervised learning
- object detection
- decision trees