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2020 – today
- 2023
[j7]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): 235-245 (2023)
2010 – 2019
- 2019
- [j6]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): 945-970 (2019) - [c8]Onur Atan, William R. Zame, Mihaela van der Schaar:
Sequential Patient Recruitment and Allocation for Adaptive Clinical Trials. AISTATS 2019: 1891-1900 - 2018
- [b1]Onur Atan:
Structured Learning and Decision-Making for Medical Informatics. University of California, Los Angeles, USA, 2018 - [j5]Onur Atan, Cem Tekin, Mihaela van der Schaar:
Global Bandits. IEEE Trans. Neural Networks Learn. Syst. 29(12): 5798-5811 (2018) - [c7]Onur Atan, James Jordon, Mihaela van der Schaar:
Deep-Treat: Learning Optimal Personalized Treatments From Observational Data Using Neural Networks. AAAI 2018: 2071-2078 - [c6]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: 1308-1317 - [i9]Onur Atan, William R. Zame, Mihaela van der Schaar:
Learning Optimal Policies from Observational Data. CoRR abs/1802.08679 (2018) - [i8]Onur Atan, William R. Zame, Mihaela van der Schaar:
Adaptive Clinical Trials: Exploiting Sequential Patient Recruitment and Allocation. CoRR abs/1810.02876 (2018) - [i7]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 abs/1812.07142 (2018) - 2017
- [j4]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): 1024-1036 (2017) - 2016
- [j3]Yannick Meier, Jie Xu, Onur Atan, Mihaela van der Schaar:
Predicting Grades. IEEE Trans. Signal Process. 64(4): 959-972 (2016) - [c5]Sabrina Müller, Onur Atan, Mihaela van der Schaar, Anja Klein:
Smart caching in wireless small cell networks via contextual multi-armed bandits. ICC 2016: 1-7 - [i6]Onur Atan, William Whoiles, Mihaela van der Schaar:
Data-Driven Online Decision Making with Costly Information Acquisition. CoRR abs/1602.03600 (2016) - [i5]Sabrina Müller, Onur Atan, Mihaela van der Schaar, Anja Klein:
Context-Aware Proactive Content Caching with Service Differentiation in Wireless Networks. CoRR abs/1606.04236 (2016) - [i4]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 abs/1612.08082 (2016) - 2015
- [j2]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): 180-194 (2015) - [j1]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): 220-234 (2015) - [c4]Onur Atan, Cem Tekin, Mihaela van der Schaar:
Global Multi-armed Bandits with Hölder Continuity. AISTATS 2015 - [c3]Onur Atan, William Hsu, Cem Tekin, Mihaela van der Schaar:
A data-driven approach for matching clinical expertise to individual cases. ICASSP 2015: 2105-2109 - [c2]Yannick Meier, Jie Xu, Onur Atan, Mihaela van der Schaar:
Personalized Grade Prediction: A Data Mining Approach. ICDM 2015: 907-912 - [i3]Onur Atan, Cem Tekin, Mihaela van der Schaar:
Global Bandits. CoRR abs/1503.08370 (2015) - [i2]Yannick Meier, Jie Xu, Onur Atan, Mihaela van der Schaar:
Predicting Grades. CoRR abs/1508.03865 (2015) - 2014
- [c1]Onur Atan, Cem Tekin, Mihaela van der Schaar, Yiannis Andreopoulos:
Bandit framework for systematic learning in wireless video-based face recognition. ICASSP 2014: 704-708 - [i1]Onur Atan, Cem Tekin, Mihaela van der Schaar:
Global Bandits with Holder Continuity. CoRR abs/1410.7890 (2014)
Coauthor Index
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