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"

11 / 11 papers shown

Title
Budgeted and Non-budgeted Causal Bandits V. Nair Vishakha Patil Gaurav Sinha 52 41 0 13 Dec 2020
Active Structure Learning of Causal DAGs via Directed Clique Tree C. Squires Sara Magliacane Kristjan Greenewald Dmitriy A. Katz Murat Kocaoglu Karthikeyan Shanmugam CML 102 34 0 01 Nov 2020
Regret Analysis of Bandit Problems with Causal Background Knowledge Yangyi Lu A. Meisami Ambuj Tewari Zhenyu Yan CML 28 5 0 11 Oct 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
Cost-Optimal Learning of Causal Graphs Murat Kocaoglu A. Dimakis S. Vishwanath CML 98 68 0 08 Mar 2017
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 57 161 0 10 Jun 2016
Learning Causal Graphs with Small Interventions Karthikeyan Shanmugam Murat Kocaoglu A. Dimakis S. Vishwanath CML 99 106 0 30 Oct 2015
Further Optimal Regret Bounds for Thompson Sampling Shipra Agrawal Navin Goyal 107 442 0 15 Sep 2012
Thompson Sampling for Contextual Bandits with Linear Payoffs Shipra Agrawal Navin Goyal 195 1,004 0 15 Sep 2012
Identifiability of Causal Graphs using Functional Models J. Peters Joris Mooij Dominik Janzing Bernhard Schölkopf 94 155 0 14 Feb 2012