Bayesian Multi-Task Variable Selection with an Application to Differential DAG Analysis

Cites Work

Title not available (Why is that?)
Bayesian variable selection with shrinking and diffusing priors
On the computational complexity of high-dimensional Bayesian variable selection
Oracle inequalities and optimal inference under group sparsity
Gibbs posterior for variable selection in high-dimensional classification and data mining
Markov chain Monte Carlo model selection for DAG models
High-dimensional consistency in score-based and hybrid structure learning
Unified Bayesian theory of sparse linear regression with nuisance parameters
Bayesian joint inference for multiple directed acyclic graphs
High-dimensional joint estimation of multiple directed Gaussian graphical models
Spike and slab variable selection: frequentist and Bayesian strategies
A variational Bayes approach to variable selection
Scalable variational inference for Bayesian variable selection in regression, and its accuracy in genetic association studies
Multi-task sparse structure learning with Gaussian copula models
PC algorithm for Gaussian copula graphical models
Learning Causal Bayesian Network Structures From Experimental Data
Stability Selection
10.1162/153244303321897717
Bayesian Model Selection in High-Dimensional Settings
Efficient Sampling and Structure Learning of Bayesian Networks
Bayesian Estimation of Single and Multiple Graphs
A Simple New Approach to Variable Selection in Regression, with Application to Genetic Fine Mapping
The Joint Graphical Lasso for Inverse Covariance Estimation Across Multiple Classes
Joint skeleton estimation of multiple directed acyclic graphs for heterogeneous population
Bayesian Inference of Multiple Gaussian Graphical Models
Variational Bayes for High-Dimensional Linear Regression With Sparse Priors
Bayesian modeling of multiple structural connectivity networks during the progression of Alzheimer's disease
Bayesian learning of multiple directed networks from observational data

This page was built for publication: Bayesian Multi-Task Variable Selection with an Application to Differential DAG Analysis

Report a bug (only for logged in users!)Click here to report a bug for this page (MaRDI item Q6552523)