A Causal Bandit Approach to Learning Good Atomic Interventions in
Presence of Unobserved Confounders

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A Causal Bandit Approach to Learning Good Atomic Interventions in Presence of Unobserved Confounders

6 July 2021

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Papers citing "A Causal Bandit Approach to Learning Good Atomic Interventions in Presence of Unobserved Confounders"

12 / 12 papers shown

Title
Causal Bandits with Unknown Graph Structure Yangyi Lu A. Meisami Ambuj Tewari CML 42 44 0 05 Jun 2021
Causal Markov Decision Processes: Learning Good Interventions Efficiently Yangyi Lu A. Meisami Ambuj Tewari 47 10 0 15 Feb 2021
Budgeted and Non-budgeted Causal Bandits V. Nair Vishakha Patil Gaurav Sinha 52 41 0 13 Dec 2020
Learning and Sampling of Atomic Interventions from Observations Arnab Bhattacharyya Sutanu Gayen S. Kandasamy Ashwin Maran N. V. Vinodchandran CML 25 4 0 11 Feb 2020
Introduction to Multi-Armed Bandits Aleksandrs Slivkins 622 1,010 0 15 Apr 2019
Causal Bandits with Propagating Inference Akihiro Yabe Daisuke Hatano Hanna Sumita Shinji Ito Naonori Kakimura Takuro Fukunaga Ken-ichi Kawarabayashi CML 44 32 0 06 Jun 2018
Learning and Testing Causal Models with Interventions Jayadev Acharya Arnab Bhattacharyya C. Daskalakis S. Kandasamy CML 56 53 0 24 May 2018
Identifying Best Interventions through Online Importance Sampling Rajat Sen Karthikeyan Shanmugam A. Dimakis Sanjay Shakkottai 56 73 0 10 Jan 2017
Causal Bandits: Learning Good Interventions via Causal Inference Finnian Lattimore Tor Lattimore Mark D. Reid CML 54 161 0 10 Jun 2016
Causal Networks: Semantics and Expressiveness Thomas Verma Judea Pearl GNN 87 551 0 27 Mar 2013
Counterfactual Reasoning and Learning Systems Léon Bottou J. Peters J. Q. Candela Denis Xavier Charles D. M. Chickering Elon Portugaly Dipankar Ray Patrice Y. Simard Edward Snelson CML OffRL 385 783 0 11 Sep 2012
Characterization and Greedy Learning of Interventional Markov Equivalence Classes of Directed Acyclic Graphs Alain Hauser Peter Buhlmann CML 95 425 0 14 Apr 2011

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