Onur Atan

According to our database, Onur Atan authored at least 19 papers between 2014 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Data-Driven Online Recommender Systems With Costly Information Acquisition.

Onur Atan, Saeed Ghoorchian, Setareh Maghsudi, Mihaela van der Schaar

IEEE Trans. Serv. Comput., 2023

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

Sequential Patient Recruitment and Allocation for Adaptive Clinical Trials.

Onur Atan, William R. Zame, Mihaela van der Schaar

Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019

2018

Structured Learning and Decision-Making for Medical Informatics.

Onur Atan

PhD thesis, 2018

Global Bandits.

Onur Atan, Cem Tekin, Mihaela van der Schaar

IEEE Trans. Neural Networks Learn. Syst., 2018

Adaptive Clinical Trials: Exploiting Sequential Patient Recruitment and Allocation.

Onur Atan, William R. Zame, Mihaela van der Schaar

CoRR, 2018

Learning Optimal Policies from Observational Data.

Onur Atan, William R. Zame, Mihaela van der Schaar

CoRR, 2018

Two Birds with One Network: Unifying Failure Event Prediction and Time-to-failure Modeling.

Karan Aggarwal, Onur Atan, Ahmed K. Farahat, Chi Zhang, Kosta Ristovski, Chetan Gupta

Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

Deep-Treat: Learning Optimal Personalized Treatments From Observational Data Using Neural Networks.

Onur Atan, James Jordon, Mihaela van der Schaar

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

Context-Aware Proactive Content Caching With Service Differentiation in Wireless Networks.

Sabrina Müller, Onur Atan, Mihaela van der Schaar, Anja Klein

IEEE Trans. Wirel. Commun., 2017

2016

Predicting Grades.

Yannick Meier, Jie Xu, Onur Atan, Mihaela van der Schaar

IEEE Trans. Signal Process., 2016

Data-Driven Online Decision Making with Costly Information Acquisition.

Onur Atan, William Whoiles, Mihaela van der Schaar

CoRR, 2016

Smart caching in wireless small cell networks via contextual multi-armed bandits.

Sabrina Müller, Onur Atan, Mihaela van der Schaar, Anja Klein

Proceedings of the 2016 IEEE International Conference on Communications, 2016

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

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

Personalized Grade Prediction: A Data Mining Approach.

Yannick Meier, Jie Xu, Onur Atan, Mihaela van der Schaar

Proceedings of the 2015 IEEE International Conference on Data Mining, 2015

A data-driven approach for matching clinical expertise to individual cases.

Onur Atan, William Hsu, Cem Tekin, Mihaela van der Schaar

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Global Multi-armed Bandits with Hölder Continuity.

Onur Atan, Cem Tekin, Mihaela van der Schaar

Proceedings of the Eighteenth International Conference on Artificial Intelligence and Statistics, 2015

2014

Global Bandits with Holder Continuity.

Onur Atan, Cem Tekin, Mihaela van der Schaar

CoRR, 2014