Picture for Ioan Gabriel Bucur

Ioan Gabriel Bucur

Inferring the Direction of a Causal Link and Estimating Its Effect via a Bayesian Mendelian Randomization Approach

Add code
Dec 18, 2020
Figure 1 for Inferring the Direction of a Causal Link and Estimating Its Effect via a Bayesian Mendelian Randomization Approach
Figure 2 for Inferring the Direction of a Causal Link and Estimating Its Effect via a Bayesian Mendelian Randomization Approach
Figure 3 for Inferring the Direction of a Causal Link and Estimating Its Effect via a Bayesian Mendelian Randomization Approach
Figure 4 for Inferring the Direction of a Causal Link and Estimating Its Effect via a Bayesian Mendelian Randomization Approach
Viaarxiv icon

MASSIVE: Tractable and Robust Bayesian Learning of Many-Dimensional Instrumental Variable Models

Add code
Dec 18, 2020
Figure 1 for MASSIVE: Tractable and Robust Bayesian Learning of Many-Dimensional Instrumental Variable Models
Figure 2 for MASSIVE: Tractable and Robust Bayesian Learning of Many-Dimensional Instrumental Variable Models
Figure 3 for MASSIVE: Tractable and Robust Bayesian Learning of Many-Dimensional Instrumental Variable Models
Figure 4 for MASSIVE: Tractable and Robust Bayesian Learning of Many-Dimensional Instrumental Variable Models
Viaarxiv icon

Causal Shapley Values: Exploiting Causal Knowledge to Explain Individual Predictions of Complex Models

Add code
Nov 03, 2020
Figure 1 for Causal Shapley Values: Exploiting Causal Knowledge to Explain Individual Predictions of Complex Models
Figure 2 for Causal Shapley Values: Exploiting Causal Knowledge to Explain Individual Predictions of Complex Models
Figure 3 for Causal Shapley Values: Exploiting Causal Knowledge to Explain Individual Predictions of Complex Models
Figure 4 for Causal Shapley Values: Exploiting Causal Knowledge to Explain Individual Predictions of Complex Models
Viaarxiv icon

Large-Scale Local Causal Inference of Gene Regulatory Relationships

Add code
Sep 10, 2019
Figure 1 for Large-Scale Local Causal Inference of Gene Regulatory Relationships
Figure 2 for Large-Scale Local Causal Inference of Gene Regulatory Relationships
Figure 3 for Large-Scale Local Causal Inference of Gene Regulatory Relationships
Figure 4 for Large-Scale Local Causal Inference of Gene Regulatory Relationships
Viaarxiv icon

A Bayesian Approach for Inferring Local Causal Structure in Gene Regulatory Networks

Add code
Sep 18, 2018
Figure 1 for A Bayesian Approach for Inferring Local Causal Structure in Gene Regulatory Networks
Figure 2 for A Bayesian Approach for Inferring Local Causal Structure in Gene Regulatory Networks
Figure 3 for A Bayesian Approach for Inferring Local Causal Structure in Gene Regulatory Networks
Figure 4 for A Bayesian Approach for Inferring Local Causal Structure in Gene Regulatory Networks
Viaarxiv icon

A Novel Bayesian Approach for Latent Variable Modeling from Mixed Data with Missing Values

Add code
Jun 12, 2018
Figure 1 for A Novel Bayesian Approach for Latent Variable Modeling from Mixed Data with Missing Values
Figure 2 for A Novel Bayesian Approach for Latent Variable Modeling from Mixed Data with Missing Values
Figure 3 for A Novel Bayesian Approach for Latent Variable Modeling from Mixed Data with Missing Values
Figure 4 for A Novel Bayesian Approach for Latent Variable Modeling from Mixed Data with Missing Values
Viaarxiv icon

Robust Causal Estimation in the Large-Sample Limit without Strict Faithfulness

Add code
Apr 06, 2017
Figure 1 for Robust Causal Estimation in the Large-Sample Limit without Strict Faithfulness
Figure 2 for Robust Causal Estimation in the Large-Sample Limit without Strict Faithfulness
Figure 3 for Robust Causal Estimation in the Large-Sample Limit without Strict Faithfulness
Figure 4 for Robust Causal Estimation in the Large-Sample Limit without Strict Faithfulness
Viaarxiv icon