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Combining Offline Causal Inference and Online Bandit Learning for Data
  Driven Decision
v1v2 (latest)

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

16 January 2020
Li Ye
Yishi Lin
Hong Xie
John C. S. Lui
    CML
ArXiv (abs)PDFHTML

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

6 / 6 papers shown
Online Bandits with (Biased) Offline Data: Adaptive Learning under Distribution Mismatch
Online Bandits with (Biased) Offline Data: Adaptive Learning under Distribution MismatchInternational Conference on Machine Learning (ICML), 2024
Wang Chi Cheung
Lixing Lyu
OffRL
483
12
0
04 May 2024
Optimal Best-Arm Identification in Bandits with Access to Offline Data
Optimal Best-Arm Identification in Bandits with Access to Offline Data
Shubhada Agrawal
Sandeep Juneja
Karthikeyan Shanmugam
A. Suggala
327
7
0
15 Jun 2023
Evaluation Methods and Measures for Causal Learning Algorithms
Evaluation Methods and Measures for Causal Learning AlgorithmsIEEE Transactions on Artificial Intelligence (IEEE TAI), 2022
Lu Cheng
Ruocheng Guo
Raha Moraffah
Paras Sheth
K. S. Candan
Huan Liu
CMLELM
364
76
0
07 Feb 2022
Combining Online Learning and Offline Learning for Contextual Bandits
  with Deficient Support
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
197
6
0
24 Jul 2021
Bandits with Partially Observable Confounded Data
Bandits with Partially Observable Confounded DataConference on Uncertainty in Artificial Intelligence (UAI), 2020
Guy Tennenholtz
Uri Shalit
Shie Mannor
Yonathan Efroni
OffRL
293
26
0
11 Jun 2020
Online Pricing with Offline Data: Phase Transition and Inverse Square
  Law
Online Pricing with Offline Data: Phase Transition and Inverse Square LawInternational Conference on Machine Learning (ICML), 2019
Jinzhi Bu
D. Simchi-Levi
Yunzong Xu
OffRL
525
38
0
19 Oct 2019
1
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