Learning Causal Graphs with Small Interventions

Learning Causal Graphs with Small Interventions

30 October 2015

Karthikeyan Shanmugam

Murat Kocaoglu

Papers citing "Learning Causal Graphs with Small Interventions"

8 / 8 papers shown

Title
Counterfactual Inference for Eliminating Sentiment Bias in Recommender Systems Le Pan Yuanjiang Cao Chengkai Huang Wenjie Zhang L. Yao CML 71 0 0 06 May 2025
Event-Triggered Nonlinear Model Predictive Control for Cooperative Cable-Suspended Payload Transportation with Multi-Quadrotors Tohid Kargar Tasooji Sakineh Khodadadi Guangjun Liu 47 0 0 26 Mar 2025
Deriving Causal Order from Single-Variable Interventions: Guarantees & Algorithm Mathieu Chevalley Patrick Schwab Arash Mehrjou 83 1 0 28 May 2024
An Algorithm for Deciding if a Set of Observed Independencies Has a Causal Explanation Thomas Verma Judea Pearl CML 58 298 0 13 Mar 2013
Strong Completeness and Faithfulness in Bayesian Networks Christopher Meek 72 309 0 20 Feb 2013
Causal Inference and Causal Explanation with Background Knowledge Christopher Meek CML 235 630 0 20 Feb 2013
On the Number of Experiments Sufficient and in the Worst Case Necessary to Identify All Causal Relations Among N Variables F. Eberhardt Clark Glymour R. Scheines 70 153 0 04 Jul 2012
Characterization and Greedy Learning of Interventional Markov Equivalence Classes of Directed Acyclic Graphs Alain Hauser Peter Buhlmann CML 70 425 0 14 Apr 2011