Online learning of rested and restless bandits C Tekin, M Liu IEEE Transactions on Information Theory 58 (8), 5588-5611, 2012 | 215 | 2012 |
Online learning in large-scale contextual recommender systems L Song, C Tekin, M van der Schaar IEEE Transactions on Services Computing 9 (3), 433-445, 2016 | 123 | 2016 |
Online learning in opportunistic spectrum access: A restless bandit approach C Tekin, M Liu INFOCOM, 2011 Proceedings IEEE, 2462-2470, 2011 | 117 | 2011 |
Atomic congestion games on graphs and their applications in networking C Tekin, M Liu, R Southwell, J Huang, SHA Ahmad IEEE/ACM Transactions on Networking 20 (5), 1541-1552, 2012 | 98 | 2012 |
Online algorithms for the multi-armed bandit problem with markovian rewards C Tekin, M Liu Communication, Control, and Computing (Allerton), 2010 48th Annual Allerton …, 2010 | 91 | 2010 |
Jamming bandits—A novel learning method for optimal jamming SD Amuru, C Tekin, M van der Schaar, RM Buehrer IEEE Transactions on Wireless Communications 15 (4), 2792-2808, 2015 | 90 | 2015 |
Distributed online learning in social recommender systems C Tekin, S Zhang, M van der Schaar IEEE Journal of Selected Topics in Signal Processing 8 (4), 638-652, 2014 | 69 | 2014 |
Distributed online learning via cooperative contextual bandits C Tekin, M van der Schaar IEEE Transactions on Signal Processing 63 (14), 3700-3714, 2015 | 65 | 2015 |
A Non-stochastic Learning Approach to Energy Efficient Mobility Management C Shen, C Tekin, M van der Schaar IEEE Journal on Selected Areas in Communications 34 (12), 3854-3868, 2016 | 63 | 2016 |
eTutor: Online learning for personalized education C Tekin, J Braun, M van der Schaar 2015 IEEE International Conference on Acoustics, Speech and Signal …, 2015 | 59 | 2015 |
Distributed online Big Data classification using context information C Tekin, M van der Schaar Communication, Control, and Computing (Allerton), 2013 51st Annual Allerton …, 2013 | 59 | 2013 |
Group Retention when Using Machine Learning in Sequential Decision Making: the Interplay between User Dynamics and Fairness X Zhang, M Khaliligarekani, C Tekin Advances in Neural Information Processing Systems, 15243-15252, 2019 | 55 | 2019 |
Approximately optimal adaptive learning in opportunistic spectrum access C Tekin, M Liu 2012 Proceedings IEEE INFOCOM, 1548-1556, 2012 | 51 | 2012 |
Functional contour-following via haptic perception and reinforcement learning RB Hellman, C Tekin, M van der Schaar, VJ Santos IEEE transactions on haptics 11 (1), 61-72, 2017 | 45 | 2017 |
Adaptive ensemble learning with confidence bounds C Tekin, J Yoon, M van der Schaar IEEE Transactions on Signal Processing 65 (4), 888-903, 2017 | 44 | 2017 |
Multi-objective contextual multi-armed bandit with a dominant objective C Tekin, E Turğay IEEE Transactions on Signal Processing 66 (14), 3799-3813, 2018 | 43 | 2018 |
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 | 43 | 2014 |
RELEAF: An algorithm for learning and exploiting relevance C Tekin, M van der Schaar IEEE Journal of Selected Topics in Signal Processing 9 (4), 716-727, 2015 | 35 | 2015 |
Fast Learning for Dynamic Resource Allocation in AI-Enabled Radio Networks MA Qureshi, C Tekin IEEE Transactions on Cognitive Communications and Networking 6 (1), 95-110, 2019 | 33 | 2019 |
Context-Aware Hierarchical Online Learning for Performance Maximization in Mobile Crowdsourcing SK née Müller, C Tekin, M van der Schaar, A Klein IEEE/ACM Transactions on Networking 26 (3), 1334-1347, 2018 | 32 | 2018 |