Gene Regulatory Network Inference in the Presence of Dropouts: a Causal View.
Haoyue DaiIgnavier NgGongxu LuoPeter SpirtesPetar StojanovKun ZhangPublished in: ICLR (2024)
Keyphrases
- gene regulatory networks
- dynamic bayesian networks
- undirected graphical models
- bayesian networks
- bayesian inference
- structure learning
- graphical models
- gene expression data
- reverse engineering
- gene networks
- conditional random fields
- belief propagation
- network model
- probabilistic model
- markov random field
- probabilistic inference
- biological data
- relational databases
- causal models
- message passing
- random variables
- metropolis hastings algorithm