Efficient Intervention Design for Causal Discovery with Latents

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Efficient Intervention Design for Causal Discovery with Latents

24 May 2020

Raghavendra Addanki

S. Kasiviswanathan

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

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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 147 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 86 1 0 12 Jun 2024
Recursive Causal Discovery Ehsan Mokhtarian Sepehr Elahi S. Akbari Negar Kiyavash CML 77 2 0 14 Mar 2024
New metrics and search algorithms for weighted causal DAGs Davin Choo Kirankumar Shiragur CML 65 1 0 08 May 2023
Sample Constrained Treatment Effect Estimation Raghavendra Addanki David Arbour Tung Mai Cameron Musco Anup B. Rao 49 7 0 12 Oct 2022
Generalizing Goal-Conditioned Reinforcement Learning with Variational Causal Reasoning Wenhao Ding Haohong Lin Yue Liu Ding Zhao LRM 93 40 0 19 Jul 2022
Causal Structure Learning: a Combinatorial Perspective C. Squires Caroline Uhler CML 120 47 0 02 Jun 2022
Experimental Design for Causal Effect Identification S. Akbari Jalal Etesami Negar Kiyavash CML 62 1 0 04 May 2022
Universal Lower Bound for Learning Causal DAGs with Atomic Interventions Vibhor Porwal P. Srivastava Gaurav Sinha CML 87 2 0 09 Nov 2021
Collaborative Causal Discovery with Atomic Interventions Raghavendra Addanki S. Kasiviswanathan 91 4 0 06 Jun 2021
Intervention Efficient Algorithms for Approximate Learning of Causal Graphs Raghavendra Addanki A. Mcgregor Cameron Musco CML 47 10 0 27 Dec 2020
Budgeted and Non-budgeted Causal Bandits V. Nair Vishakha Patil Gaurav Sinha 83 41 0 13 Dec 2020