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Onur Atan
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Cited by
Year
Context-aware proactive content caching with service differentiation in wireless networks
S Müller, O Atan, M van der Schaar, A Klein
IEEE Transactions on Wireless Communications 16 (2), 1024 - 1036, 2017
2402017
Predicting grades
Y Meier, J Xu, O Atan, M Van der Schaar
IEEE Transactions on Signal Processing 64 (4), 959-972, 2015
1432015
Smart caching in wireless small cell networks via contextual multi-armed bandits
S Müller, O Atan, M Van Der Schaar, A Klein
2016 IEEE International Conference on Communications (ICC), 1-7, 2016
482016
Deep-treat: Learning optimal personalized treatments from observational data using neural networks
O Atan, J Jordon, M van der Schaar
AAAI Conference on Artificial Intelligence, 2071-2078, 2018
462018
Personalized grade prediction: A data mining approach
Y Meier, J Xu, O Atan, M Van Der Schaar
2015 IEEE International Conference on Data Mining, 907-912, 2015
382015
Discover the expert: Context-adaptive expert selection for medical diagnosis
C Tekin, O Atan, M Van Der Schaar
IEEE transactions on emerging topics in computing 3 (2), 220-234, 2014
352014
Two birds with one network: Unifying failure event prediction and time-to-failure modeling
K Aggarwal, O Atan, AK Farahat, C Zhang, K Ristovski, C Gupta
2018 IEEE International Conference on Big Data (Big Data), 1308-1317, 2018
322018
Global Multi-armed Bandits with Hölder Continuity
O Atan, C Tekin, M van der Schaar
Proceedings of the Eighteenth International Conference on Artificial …, 2015
282015
Global bandits
O Atan, C Tekin, M van der Schaar
IEEE Transactions on Neural Networks and Learning Systems, 2018
212018
Learning optimal policies from observational data
O Atan, WR Zame, M van der Schaar
arXiv preprint arXiv:1802.08679, 2018
18*2018
Bandit framework for systematic learning in wireless video-based face recognition
O Atan, I Andreopoulos, C Tekin, M van der Schaar
IEEE Journal of Selected Topics in Signal Processing, 2014
152014
Sequential Patient Recruitment and Allocation for Adaptive Clinical Trials
O Atan, WR Zame, M van der Schaar
International Conference on Artificial Intelligence and Statistics (AISTATS …, 2018
142018
Constructing Effective Personalized Policies Using Counterfactual Inference from Biased Data Sets with Many Features
O Atan, WR Zame, Q Feng, M van der Schaar
Machine learning, 2018
122018
Multi-Task Learning on Graphs with Node and Graph Level Labels
C Holtz, O Atan, R Carey, T Jain
Neurips Workshop on Graph Representation Learning, 2019
92019
Data-driven stream mining systems for computer vision
SS Bhattacharyya, M Schaar, O Atan, C Tekin, K Sudusinghe
Advances in Embedded Computer Vision, 249-264, 2014
62014
Data-Driven Online Decision Making with Costly Information Acquisition
O Atan, M van der Schaar
arXiv preprint arXiv:1602.03600, 2016
12016
Data-Driven Online Recommender Systems with Costly Information Acquisition
O Atan, S Ghoorchian, S Maghsudi, M van der Schaar Schaar
IEEE Transactions on Services Computing, 2021
2021
Deep learning architecture for maintenance predictions with multiple modes
K Ristovski, C Gupta, A Farahat, A Onur
US Patent 11,099,551, 2021
2021
Structured Learning and Decision-Making for Medical Informatics
O Atan
University of California, Los Angeles, 2018
2018
A data-driven approach for matching clinical expertise to individual cases
O Atan, W Hsu, C Tekin, M van der Schaar
2015 IEEE International Conference on Acoustics, Speech and Signal …, 2015
2015
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