Cem Tekin
Online learning of rested and restless bandits
C Tekin, M Liu
IEEE Transactions on Information Theory 58 (8), 5588-5611, 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
Online learning in opportunistic spectrum access: A restless bandit approach
C Tekin, M Liu
INFOCOM, 2011 Proceedings IEEE, 2462-2470, 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
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
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
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
Distributed online learning via cooperative contextual bandits
C Tekin, M van der Schaar
IEEE Transactions on Signal Processing 63 (14), 3700-3714, 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
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
eTutor: Online learning for personalized education
C Tekin, J Braun, M van der Schaar
2015 IEEE International Conference on Acoustics, Speech and Signal …, 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
Approximately optimal adaptive learning in opportunistic spectrum access
C Tekin, M Liu
2012 Proceedings IEEE INFOCOM, 1548-1556, 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
Adaptive ensemble learning with confidence bounds
C Tekin, J Yoon, M van der Schaar
IEEE Transactions on Signal Processing 65 (4), 888-903, 2017
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
Multi-objective contextual multi-armed bandit with a dominant objective
C Tekin, E Turğay
IEEE Transactions on Signal Processing 66 (14), 3799-3813, 2018
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
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
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
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Články 1–20