Combinatorial bandits revisited R Combes, MS Talebi Mazraeh Shahi, A Proutiere, M Lelarge Advances in Neural Information Processing Systems 28, 2116-2124, 2015 | 262 | 2015 |
Variance-aware regret bounds for undiscounted reinforcement learning in MDPs MS Talebi, OA Maillard Algorithmic Learning Theory, 770-805, 2018 | 74 | 2018 |
Stochastic online shortest path routing: The value of feedback MS Talebi, Z Zou, R Combes, A Proutiere, M Johansson IEEE Transactions on Automatic Control 63 (4), 915-930, 2018 | 73 | 2018 |
Secure consensus averaging in sensor networks using random offsets M Kefayati, MS Talebi, BH Khalaj, HR Rabiee 2007 IEEE International Conference on Telecommunications and Malaysia …, 2007 | 70 | 2007 |
Adaptive consensus averaging for information fusion over sensor networks MS Talebi, M Kefayati, BH Khalaj, HR Rabiee 2006 IEEE International Conference on Mobile Ad Hoc and Sensor Systems, 562-565, 2006 | 40 | 2006 |
Spectrum bandit optimization M Lelarge, A Proutiere, MS Talebi Information Theory Workshop (ITW), 2013 IEEE, 1-5, 2013 | 39 | 2013 |
Tightening exploration in upper confidence reinforcement learning H Bourel, OA Maillard, MS Talebi Proceedings of the 37th International Conference on Machine Learning, 1056-1066, 2020 | 37 | 2020 |
Adversarial bandits with corruptions: Regret lower bound and no-regret algorithm M Hajiesmaili, MS Talebi, J Lui, WS Wong Advances in Neural Information Processing Systems 33, 2020 | 34 | 2020 |
Competitive online scheduling algorithms with applications in deadline-constrained EV charging B Alinia, MS Talebi, MH Hajiesmaili, A Yekkehkhany, N Crespi 26th IEEE/ACM International Symposium on Quality of Service (IWQoS), 1-10, 2018 | 23 | 2018 |
An optimal algorithm for stochastic matroid bandit optimization MS Talebi, A Proutiere Proceedings of the 2016 International Conference on Autonomous Agents …, 2016 | 22 | 2016 |
A novel congestion control scheme for elastic flows in network-on-chip based on sum-rate optimization MS Talebi, F Jafari, A Khonsari, MH Yaghmae International Conference on Computational Science and its Applications, 398-409, 2007 | 21 | 2007 |
Source location anonymity for sensor networks A Abbasi, A Khonsari, MS Talebi 2009 6th IEEE Consumer Communications and Networking Conference, 1-5, 2009 | 20 | 2009 |
Learning proportionally fair allocations with low regret MS Talebi, A Proutiere Proceedings of the ACM on Measurement and Analysis of Computing Systems 2 (2 …, 2018 | 18 | 2018 |
Content-aware rate allocation for efficient video streaming via dynamic network utility maximization MH Hajiesmaili, A Khonsari, A Sehati, MS Talebi Journal of Network and Computer Applications 35 (6), 2016-2027, 2012 | 18 | 2012 |
Mathematical analysis of buffer sizing for network-on-chips under multimedia traffic A Khonsari, MR Aghajani, A Tavakkol, MS Talebi 2008 IEEE International Conference on Computer Design, 150-155, 2008 | 17 | 2008 |
A suboptimal network utility maximization approach for scalable multimedia applications MS Talebi, A Khonsari, MH Hajiesmaili, S Jafarpour GLOBECOM 2009-2009 IEEE Global Telecommunications Conference, 1-6, 2009 | 15 | 2009 |
Model-based reinforcement learning exploiting state-action equivalence M Asadi, MS Talebi, H Bourel, OA Maillard Proceedings of the 11th Asian Conference on Machine Learning, 204-219, 2019 | 14 | 2019 |
Multiperiod network rate allocation with end-to-end delay constraints MH Hajiesmaili, MS Talebi, A Khonsari IEEE Transactions on Control of Network Systems 5 (3), 1087-1097, 2018 | 14 | 2018 |
Optimization bandwidth sharing for multimedia transmission supporting scalable video coding MS Talebi, A Khonsari, MH Hajiesmaili 2009 IEEE 34th Conference on Local Computer Networks, 185-192, 2009 | 14 | 2009 |
Utility-proportional bandwidth sharing for multimedia transmission supporting scalable video coding MS Talebi, A Khonsari, MH Hajiesmaili Computer Communications 33 (13), 1543-1556, 2010 | 13 | 2010 |