Collaborative Causal Discovery with Atomic Interventions

6 June 2021

Papers citing "Collaborative Causal Discovery with Atomic Interventions"

15 / 15 papers shown

Title
Deriving Causal Order from Single-Variable Interventions: Guarantees & Algorithm Mathieu Chevalley Patrick Schwab Arash Mehrjou 101 1 0 28 May 2024
Intervention Efficient Algorithms for Approximate Learning of Causal Graphs Raghavendra Addanki A. Mcgregor Cameron Musco CML 43 9 0 27 Dec 2020
Efficient Intervention Design for Causal Discovery with Latents Raghavendra Addanki S. Kasiviswanathan A. Mcgregor Cameron Musco CML 35 30 0 24 May 2020
Causal Structure Discovery from Distributions Arising from Mixtures of DAGs Basil Saeed Snigdha Panigrahi Caroline Uhler CML 31 23 0 31 Jan 2020
Minimax Optimal Conditional Independence Testing Matey Neykov Sivaraman Balakrishnan Larry A. Wasserman 50 44 0 09 Jan 2020
Interventional Experiment Design for Causal Structure Learning AmirEmad Ghassami Saber Salehkaleybar Negar Kiyavash CML 45 10 0 12 Oct 2019
Size of Interventional Markov Equivalence Classes in Random DAG Models Dmitriy A. Katz Karthikeyan Shanmugam C. Squires Caroline Uhler CML 48 9 0 05 Mar 2019
Experimental Design for Cost-Aware Learning of Causal Graphs Erik M. Lindgren Murat Kocaoglu A. Dimakis S. Vishwanath CML 50 37 0 28 Oct 2018
Learning and Testing Causal Models with Interventions Jayadev Acharya Arnab Bhattacharyya C. Daskalakis S. Kandasamy CML 53 53 0 24 May 2018
Budgeted Experiment Design for Causal Structure Learning AmirEmad Ghassami Saber Salehkaleybar Negar Kiyavash Elias Bareinboim CML 90 64 0 11 Sep 2017
Clustering with Same-Cluster Queries H. Ashtiani Shrinu Kushagra Shai Ben-David 53 97 0 08 Jun 2016
Learning Causal Graphs with Small Interventions Karthikeyan Shanmugam Murat Kocaoglu A. Dimakis S. Vishwanath CML 96 106 0 30 Oct 2015
Causal Inference in the Presence of Latent Variables and Selection Bias Peter Spirtes Christopher Meek Thomas S. Richardson CML 188 444 0 20 Feb 2013
Learning high-dimensional directed acyclic graphs with latent and selection variables Diego Colombo Marloes H. Maathuis M. Kalisch Thomas S. Richardson CML 120 465 0 29 Apr 2011
Characterization and Greedy Learning of Interventional Markov Equivalence Classes of Directed Acyclic Graphs Alain Hauser Peter Buhlmann CML 90 424 0 14 Apr 2011