Fast convex optimization for connectivity enforcement in gene regulatory network inference.
Aurélie PirayreCamille CouprieLaurent DuvalJean-Christophe PesquetPublished in: ICASSP (2015)
Keyphrases
- convex optimization
- gene regulatory networks
- undirected graphical models
- dynamic bayesian networks
- bayesian inference
- structured prediction
- gene expression data
- network model
- bayesian networks
- graphical models
- structure learning
- total variation
- reverse engineering
- exact inference
- probabilistic model
- convex optimization problems
- particle filtering
- biological data
- probabilistic inference
- approximate inference
- data sets
- software engineering
- pairwise
- data analysis
- image sequences