متابعة
Cem Tekin
Cem Tekin
Associate Professor, Bilkent University, Turkey
بريد إلكتروني تم التحقق منه على ee.bilkent.edu.tr
عنوان
عدد مرات الاقتباسات
عدد مرات الاقتباسات
السنة
Online learning of rested and restless bandits
C Tekin, M Liu
IEEE Transactions on Information Theory 58 (8), 5588-5611, 2012
2312012
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
1302016
Online learning in opportunistic spectrum access: A restless bandit approach
C Tekin, M Liu
INFOCOM, 2011 Proceedings IEEE, 2462-2470, 2011
1202011
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
1122015
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
1022012
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
942010
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
732014
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
722019
Distributed online learning via cooperative contextual bandits
C Tekin, M van der Schaar
IEEE Transactions on Signal Processing 63 (14), 3700-3714, 2015
682015
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
662016
eTutor: Online learning for personalized education
C Tekin, J Braun, M van der Schaar
2015 IEEE International Conference on Acoustics, Speech and Signal …, 2015
652015
Distributed online Big Data classification using context information
C Tekin, M van der Schaar
Communication, Control, and Computing (Allerton), 2013 51st Annual Allerton …, 2013
612013
Approximately optimal adaptive learning in opportunistic spectrum access
C Tekin, M Liu
2012 Proceedings IEEE INFOCOM, 1548-1556, 2012
512012
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
502017
Multi-objective contextual multi-armed bandit with a dominant objective
C Tekin, E Turğay
IEEE Transactions on Signal Processing 66 (14), 3799-3813, 2018
492018
Adaptive ensemble learning with confidence bounds
C Tekin, J Yoon, M van der Schaar
IEEE Transactions on Signal Processing 65 (4), 888-903, 2017
442017
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
442014
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
402018
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
392019
Multi-objective contextual bandit problem with similarity information
E Turgay, D Oner, C Tekin
International Conference on Artificial Intelligence and Statistics, 1673-1681, 2018
382018
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مقالات 1–20