Generative Models for Fast Calorimeter Simulation.LHCb case.
Viktoria ChekalinaElena D. OrlovaFedor RatnikovDmitry UlyanovAndrey UstyuzhaninEgor ZakharovPublished in: CoRR (2018)
Keyphrases
- generative model
- probabilistic model
- mixture model
- discriminative learning
- em algorithm
- hierarchical hidden markov models
- maximum entropy principle
- discriminative models
- conditional random fields
- boltzmann machine
- object categories
- hidden variables
- prior knowledge
- expectation maximization
- discriminatively trained
- support vector
- computer vision
- semi supervised
- information extraction
- representational power
- discriminative methods