scPreGAN, a deep generative model for predicting the response of single-cell expression to perturbation.

Xiajie Wei Jiayi Dong Fei Wang

Published in: Bioinform. (2022)

Keyphrases

generative model
probabilistic model
mixture model
bayesian framework
posterior probability
discriminative learning
semi supervised
conditional random fields
latent dirichlet allocation
prior knowledge
em algorithm
image processing
expectation maximization
primal sketch
dirichlet process mixture models