Global Bandits with Holder Continuity. - Onur Atan; Cem Tekin; Mihaela van der Schaar (CoRR, 2014)

Global Multi-armed Bandits with Hölder Continuity. - Onur Atan; Cem Tekin; Mihaela van der Schaar (AISTATS, 2015)

A data-driven approach for matching clinical expertise to individual cases. - Onur Atan; William Hsu; Cem Tekin; Mihaela van der Schaar (ICASSP, 2015)

Personalized Grade Prediction: A Data Mining Approach. - Yannick Meier; Jie Xu 001; Onur Atan; Mihaela van der Schaar (ICDM, 2015)

Bandit Framework for Systematic Learning in Wireless Video-Based Face Recognition. - Onur Atan; Yiannis Andreopoulos; Cem Tekin; Mihaela van der Schaar (IEEE J. Sel. Top. Signal Process., 2015)

Discover the Expert: Context-Adaptive Expert Selection for Medical Diagnosis. - Cem Tekin; Onur Atan; Mihaela van der Schaar (IEEE Trans. Emerg. Top. Comput., 2015)

Smart caching in wireless small cell networks via contextual multi-armed bandits. - Sabrina Müller; Onur Atan; Mihaela van der Schaar; Anja Klein 002 (ICC, 2016)

Data-Driven Online Decision Making with Costly Information Acquisition. - Onur Atan; William Whoiles; Mihaela van der Schaar (CoRR, 2016)

Predicting Grades. - Yannick Meier; Jie Xu 001; Onur Atan; Mihaela van der Schaar (IEEE Trans. Signal Process., 2016)

Context-Aware Proactive Content Caching With Service Differentiation in Wireless Networks. - Sabrina Müller; Onur Atan; Mihaela van der Schaar; Anja Klein 002 (IEEE Trans. Wirel. Commun., 2017)

Deep-Treat: Learning Optimal Personalized Treatments From Observational Data Using Neural Networks. - Onur Atan; James Jordon; Mihaela van der Schaar (AAAI, 2018)

Two Birds with One Network: Unifying Failure Event Prediction and Time-to-failure Modeling. - Karan Aggarwal; Onur Atan; Ahmed K. Farahat; Chi Zhang 030; Kosta Ristovski; Chetan Gupta 001 (IEEE BigData, 2018)

Learning Optimal Policies from Observational Data. - Onur Atan; William R. Zame; Mihaela van der Schaar (CoRR, 2018)

Adaptive Clinical Trials: Exploiting Sequential Patient Recruitment and Allocation. - Onur Atan; William R. Zame; Mihaela van der Schaar (CoRR, 2018)

Global Bandits. - Onur Atan; Cem Tekin; Mihaela van der Schaar (IEEE Trans. Neural Networks Learn. Syst., 2018)

Structured Learning and Decision-Making for Medical Informatics. - Onur Atan (2018)

Sequential Patient Recruitment and Allocation for Adaptive Clinical Trials. - Onur Atan; William R. Zame; Mihaela van der Schaar (AISTATS, 2019)

Constructing effective personalized policies using counterfactual inference from biased data sets with many features. - Onur Atan; William R. Zame; Qiaojun Feng; Mihaela van der Schaar (Mach. Learn., 2019)

Data-Driven Online Recommender Systems With Costly Information Acquisition. - Onur Atan; Saeed Ghoorchian; Setareh Maghsudi; Mihaela van der Schaar (IEEE Trans. Serv. Comput., 2023)