Combining Offline Causal Inference and Online Bandit Learning for Data
Driven Decision

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Combining Offline Causal Inference and Online Bandit Learning for Data Driven Decision

16 January 2020

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Papers citing "Combining Offline Causal Inference and Online Bandit Learning for Data Driven Decision"

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Title
Leveraging (Biased) Information: Multi-armed Bandits with Offline Data Wang Chi Cheung Lixing Lyu OffRL 103 6 0 04 May 2024
Optimal Best-Arm Identification in Bandits with Access to Offline Data Shubhada Agrawal Sandeep Juneja Karthikeyan Shanmugam A. Suggala 109 6 0 15 Jun 2023
Evaluation Methods and Measures for Causal Learning Algorithms Lu Cheng Ruocheng Guo Raha Moraffah Paras Sheth K. S. Candan Huan Liu CML ELM 100 54 0 07 Feb 2022
Combining Online Learning and Offline Learning for Contextual Bandits with Deficient Support Hung The Tran Sunil R. Gupta Thanh Nguyen-Tang Santu Rana Svetha Venkatesh OffRL 57 5 0 24 Jul 2021
Bandits with Partially Observable Confounded Data Guy Tennenholtz Uri Shalit Shie Mannor Yonathan Efroni OffRL 59 24 0 11 Jun 2020
Online Pricing with Offline Data: Phase Transition and Inverse Square Law Jinzhi Bu D. Simchi-Levi Yunzong Xu OffRL 71 33 0 19 Oct 2019