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Data-Driven Online Recommender Systems With Costly Information Acquisition.

, , , and . IEEE Trans. Serv. Comput., 16 (1): 235-245 (January 2023)

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Constructing Effective Personalized Policies Using Counterfactual Inference from Biased Data Sets with Many Features., , , and . CoRR, (2016)Learning Optimal Policies from Observational Data., , and . CoRR, (2018)Structured Learning and Decision-Making for Medical Informatics.. University of California, Los Angeles, USA, (2018)base-search.net (ftcdlib:qt5rd173sf).Two Birds with One Network: Unifying Failure Event Prediction and Time-to-failure Modeling., , , , , and . IEEE BigData, page 1308-1317. IEEE, (2018)Discover the Expert: Context-Adaptive Expert Selection for Medical Diagnosis., , and . IEEE Trans. Emerg. Top. Comput., 3 (2): 220-234 (2015)Global Bandits., , and . IEEE Trans. Neural Networks Learn. Syst., 29 (12): 5798-5811 (2018)Constructing effective personalized policies using counterfactual inference from biased data sets with many features., , , and . Mach. Learn., 108 (6): 945-970 (2019)Bandit framework for systematic learning in wireless video-based face recognition., , , and . ICASSP, page 704-708. IEEE, (2014)Global Multi-armed Bandits with Hölder Continuity., , and . AISTATS, volume 38 of JMLR Workshop and Conference Proceedings, JMLR.org, (2015)Sequential Patient Recruitment and Allocation for Adaptive Clinical Trials., , and . AISTATS, volume 89 of Proceedings of Machine Learning Research, page 1891-1900. PMLR, (2019)