Efficient Intervention Design for Causal Discovery with Latents

24 May 2020

Papers citing "Efficient Intervention Design for Causal Discovery with Latents"

20 / 20 papers shown

Title
Causal-aware Graph Neural Architecture Search under Distribution Shifts Peiwen Li Xin Wang Zeyang Zhang Yi Qin Ziwei Zhang Jialong Wang Yang Li Wenwu Zhu CML OOD 69 4 0 31 Dec 2024
Interventional Causal Discovery in a Mixture of DAGs Burak Varıcı Dmitriy A. Katz-Rogozhnikov Dennis L. Wei P. Sattigeri A. Tajer CML 25 1 0 12 Jun 2024
RealTCD: Temporal Causal Discovery from Interventional Data with Large Language Model Peiwen Li Xin Wang Zeyang Zhang Yuan Meng Fang-lin Shen Yue Li Jialong Wang Yang Li Wenweu Zhu 56 3 0 23 Apr 2024
Recursive Causal Discovery Ehsan Mokhtarian Sepehr Elahi S. Akbari Negar Kiyavash CML 41 2 0 14 Mar 2024
CoLiDE: Concomitant Linear DAG Estimation S. S. Saboksayr Gonzalo Mateos Mariano Tepper CML 33 4 0 04 Oct 2023
Causal Reinforcement Learning: A Survey Zhi-Hong Deng Jing Jiang Guodong Long Chen Zhang CML LRM 50 13 0 04 Jul 2023
Front-door Adjustment Beyond Markov Equivalence with Limited Graph Knowledge Abhin Shah Karthikeyan Shanmugam Murat Kocaoglu CML 46 6 0 19 Jun 2023
New metrics and search algorithms for weighted causal DAGs Davin Choo Kirankumar Shiragur CML 35 1 0 08 May 2023
Evaluating Temporal Observation-Based Causal Discovery Techniques Applied to Road Driver Behaviour Rhys Howard Lars Kunze CML 25 7 0 31 Jan 2023
DAG Learning on the Permutahedron Valentina Zantedeschi Luca Franceschi Jean Kaddour Matt J. Kusner Vlad Niculae 27 11 0 27 Jan 2023
Federated Causal Discovery From Interventions Amin Abyaneh Nino Scherrer Patrick Schwab Stefan Bauer Bernhard Schölkopf Arash Mehrjou FedML 26 0 0 07 Nov 2022
Sample Constrained Treatment Effect Estimation Raghavendra Addanki David Arbour Tung Mai Cameron Musco Anup B. Rao 27 7 0 12 Oct 2022
Generalizing Goal-Conditioned Reinforcement Learning with Variational Causal Reasoning Wenhao Ding Haohong Lin Bo-wen Li Ding Zhao LRM 28 37 0 19 Jul 2022
Causal Structure Learning: a Combinatorial Perspective C. Squires Caroline Uhler CML 33 46 0 02 Jun 2022
Experimental Design for Causal Effect Identification S. Akbari Jalal Etesami Negar Kiyavash CML 12 1 0 04 May 2022
Universal Lower Bound for Learning Causal DAGs with Atomic Interventions Vibhor Porwal P. Srivastava Gaurav Sinha CML 48 2 0 09 Nov 2021
Collaborative Causal Discovery with Atomic Interventions Raghavendra Addanki S. Kasiviswanathan 6 4 0 06 Jun 2021
Disentangling Observed Causal Effects from Latent Confounders using Method of Moments Anqi Liu Hao Liu Tongxin Li Saeed Karimi-Bidhendi Yisong Yue Anima Anandkumar CML 22 3 0 17 Jan 2021
Intervention Efficient Algorithms for Approximate Learning of Causal Graphs Raghavendra Addanki A. Mcgregor Cameron Musco CML 11 9 0 27 Dec 2020
Budgeted and Non-budgeted Causal Bandits V. Nair Vishakha Patil Gaurav Sinha 18 41 0 13 Dec 2020