The interventional Bayesian Gaussian equivalent score for Bayesian causal inference with unknown soft interventions

5 May 2022

Papers citing "The interventional Bayesian Gaussian equivalent score for Bayesian causal inference with unknown soft interventions"

4 / 4 papers shown

Title
Identifiability Guarantees for Causal Disentanglement from Soft Interventions Jiaqi Zhang C. Squires Kristjan Greenewald Akash Srivastava Karthikeyan Shanmugam Caroline Uhler CML 137 65 0 12 Jul 2023
Active Learning for Optimal Intervention Design in Causal Models Jiaqi Zhang Louis V. Cammarata C. Squires T. Sapsis Caroline Uhler CML 109 28 0 10 Sep 2022
BaCaDI: Bayesian Causal Discovery with Unknown Interventions Alexander Hagele Jonas Rothfuss Lars Lorch Vignesh Ram Somnath Bernhard Schölkopf Andreas Krause CML BDL 119 22 0 03 Jun 2022
Benchpress: A Scalable and Versatile Workflow for Benchmarking Structure Learning Algorithms Felix L. Rios G. Moffa Jack Kuipers CML 98 12 0 08 Jul 2021