Deep Generative Models for Fast Shower Simulation in ATLAS.
Dalila SalamaniStefan GadatschTobias GollingGraeme Andrew StewartAishik GhoshDavid RousseauAhmed HasibJana SchaarschmidtPublished in: eScience (2018)
Keyphrases
- generative model
- discriminative learning
- mixture model
- probabilistic model
- discriminative models
- hierarchical hidden markov models
- conditional random fields
- em algorithm
- deep belief networks
- prior knowledge
- maximum entropy principle
- hidden variables
- semi supervised
- expectation maximization
- unsupervised learning
- graphical models
- generative and discriminative models
- learning algorithm
- representational power
- discriminative methods
- naive bayes models
- object recognition