Onur Atan

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