Inference of Sparse Networks with Unobserved Variables. Application to Gene Regulatory Networks.
Nikolai SlavovPublished in: AISTATS (2010)
Keyphrases
- gene regulatory networks
- network model
- gene regulatory
- gene expression data
- boolean networks
- gene networks
- reverse engineering
- bayesian inference
- dynamic bayesian networks
- systems biology
- bayesian networks
- regulatory networks
- feature selection
- genetic regulatory networks
- random variables
- high dimensional
- biological data
- social networks
- neural network