Causal Bandits with Unknown Graph Structure

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Causal Bandits with Unknown Graph Structure

5 June 2021

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Papers citing "Causal Bandits with Unknown Graph Structure"

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Title
Asymmetric Graph Error Control with Low Complexity in Causal Bandits Chen Peng Di Zhang Urbashi Mitra CML 82 4 0 20 Aug 2024
Robust Causal Bandits for Linear Models Zirui Yan Arpan Mukherjee Burak Varici A. Tajer CML 75 4 0 30 Oct 2023
Optimal Observation-Intervention Trade-Off in Optimisation Problems with Causal Structure K. Hammar Neil Dhir CML 60 0 0 05 Sep 2023
Additive Causal Bandits with Unknown Graph Alan Malek Virginia Aglietti Silvia Chiappa CML 59 9 0 13 Jun 2023
Learning Good Interventions in Causal Graphs via Covering Ayush Sawarni Rahul Madhavan Gaurav Sinha Siddharth Barman CML 41 4 0 08 May 2023
Causal Bandits without Graph Learning Mikhail Konobeev Jalal Etesami Negar Kiyavash CML 52 8 0 26 Jan 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
Combinatorial Pure Exploration of Causal Bandits Nuoya Xiong Wei Chen CML 126 9 0 16 Jun 2022
Uplifting Bandits Yu-Guan Hsieh S. Kasiviswanathan Branislav Kveton 40 1 0 08 Jun 2022
Combinatorial Causal Bandits Shi Feng Wei Chen CML 92 13 0 04 Jun 2022
Causal Structure Learning: a Combinatorial Perspective C. Squires Caroline Uhler CML 122 47 0 02 Jun 2022
Intervention Efficient Algorithm for Two-Stage Causal MDPs Rahul Madhavan Aurghya Maiti Gaurav Sinha Siddharth Barman 30 1 0 01 Nov 2021
Achieving Counterfactual Fairness for Causal Bandit Wen Huang Lu Zhang Xintao Wu CML 159 22 0 21 Sep 2021
Bandit Algorithms for Precision Medicine Yangyi Lu Ziping Xu Ambuj Tewari 111 14 0 10 Aug 2021
A Causal Bandit Approach to Learning Good Atomic Interventions in Presence of Unobserved Confounders Aurghya Maiti V. Nair Gaurav Sinha CML 48 16 0 06 Jul 2021