Deep Generative Models for Fast Photon Shower Simulation in ATLAS.
ATLAS CollaborationPublished in: Comput. Softw. Big Sci. (2024)
Keyphrases
- generative model
- probabilistic model
- mixture model
- hierarchical hidden markov models
- discriminative learning
- prior knowledge
- em algorithm
- deep belief networks
- maximum entropy principle
- semi supervised
- conditional random fields
- object categories
- hidden variables
- discriminative models
- representational power
- generative and discriminative models
- expectation maximization
- n gram
- data sets
- graphical models
- similarity measure