Onur Atan

ORCID

Publication Activity (10 Years)

Years Active: 2014-2023
Publications (10 Years): 22

Top Venues

University of California, Los Angeles, USA (PHD)

Education History

University of California, Los Angeles, USA

PHD

Publications

Onur Atan, Saeed Ghoorchian, Setareh Maghsudi, Mihaela van der Schaar
Data-Driven Online Recommender Systems With Costly Information Acquisition. IEEE Trans. Serv. Comput. 16 (1) (2023)
Onur Atan, William R. Zame, Qiaojun Feng, Mihaela van der Schaar
Constructing effective personalized policies using counterfactual inference from biased data sets with many features. Mach. Learn. 108 (6) (2019)
Onur Atan, William R. Zame, Mihaela van der Schaar
Sequential Patient Recruitment and Allocation for Adaptive Clinical Trials. AISTATS (2019)
Onur Atan, Cem Tekin, Mihaela van der Schaar
Global Bandits. IEEE Trans. Neural Networks Learn. Syst. 29 (12) (2018)
Onur Atan, William R. Zame, Mihaela van der Schaar
Learning Optimal Policies from Observational Data. CoRR (2018)
Onur Atan, James Jordon, Mihaela van der Schaar
Deep-Treat: Learning Optimal Personalized Treatments From Observational Data Using Neural Networks. AAAI (2018)
Karan Aggarwal, Onur Atan, Ahmed K. Farahat, Chi Zhang, Kosta Ristovski, Chetan Gupta
Two Birds with One Network: Unifying Failure Event Prediction and Time-to-failure Modeling. IEEE BigData (2018)
Onur Atan, William R. Zame, Mihaela van der Schaar
Adaptive Clinical Trials: Exploiting Sequential Patient Recruitment and Allocation. CoRR (2018)
Karan Aggarwal, Onur Atan, Ahmed K. Farahat, Chi Zhang, Kosta Ristovski, Chetan Gupta
Two Birds with One Network: Unifying Failure Event Prediction and Time-to-failure Modeling. CoRR (2018)
Sabrina Müller, Onur Atan, Mihaela van der Schaar, Anja Klein
Context-Aware Proactive Content Caching With Service Differentiation in Wireless Networks. IEEE Trans. Wirel. Commun. 16 (2) (2017)
Yannick Meier, Jie Xu, Onur Atan, Mihaela van der Schaar
Predicting Grades. IEEE Trans. Signal Process. 64 (4) (2016)
Sabrina Müller, Onur Atan, Mihaela van der Schaar, Anja Klein
Smart caching in wireless small cell networks via contextual multi-armed bandits. ICC (2016)
Onur Atan, William R. Zame, Qiaojun Feng, Mihaela van der Schaar
Constructing Effective Personalized Policies Using Counterfactual Inference from Biased Data Sets with Many Features. CoRR (2016)
Onur Atan, William Whoiles, Mihaela van der Schaar
Data-Driven Online Decision Making with Costly Information Acquisition. CoRR (2016)
Sabrina Müller, Onur Atan, Mihaela van der Schaar, Anja Klein
Context-Aware Proactive Content Caching with Service Differentiation in Wireless Networks. CoRR (2016)
Cem Tekin, Onur Atan, Mihaela van der Schaar
Discover the Expert: Context-Adaptive Expert Selection for Medical Diagnosis. IEEE Trans. Emerg. Top. Comput. 3 (2) (2015)
Onur Atan, Cem Tekin, Mihaela van der Schaar
Global Bandits. CoRR (2015)
Yannick Meier, Jie Xu, Onur Atan, Mihaela van der Schaar
Predicting Grades. CoRR (2015)
Yannick Meier, Jie Xu, Onur Atan, Mihaela van der Schaar
Personalized Grade Prediction: A Data Mining Approach. ICDM (2015)
Onur Atan, William Hsu, Cem Tekin, Mihaela van der Schaar
A data-driven approach for matching clinical expertise to individual cases. ICASSP (2015)
Onur Atan, Yiannis Andreopoulos, Cem Tekin, Mihaela van der Schaar
Bandit Framework for Systematic Learning in Wireless Video-Based Face Recognition. IEEE J. Sel. Top. Signal Process. 9 (1) (2015)
Onur Atan, Cem Tekin, Mihaela van der Schaar
Global Multi-armed Bandits with Hölder Continuity. AISTATS (2015)
Onur Atan, Cem Tekin, Mihaela van der Schaar
Global Bandits with Holder Continuity. CoRR (2014)
Onur Atan, Cem Tekin, Mihaela van der Schaar, Yiannis Andreopoulos
Bandit framework for systematic learning in wireless video-based face recognition. ICASSP (2014)

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Publication Activity (10 Years)

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Onur Atan