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ORCIDMohammad Sadegh Talebi
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Journal Articles
- 2023
[j14]Yunlian Lyu
, Aymeric Côme, Yijie Zhang, Mohammad Sadegh Talebi:
Scaling Up Q-Learning via Exploiting State-Action Equivalence. Entropy 25(4): 584 (2023)- [j13]Yunlian Lyu, Mohammad Sadegh Talebi:
Double Graph Attention Networks for Visual Semantic Navigation. Neural Process. Lett. 55(7): 9019-9040 (2023) - 2022
- [j12]Nikolaos Nomikos, Mohammad Sadegh Talebi, Themistoklis Charalambous, Risto Wichman:
Bandit-Based Power Control in Full-Duplex Cooperative Relay Networks With Strict-Sense Stationary and Non-Stationary Wireless Communication Channels. IEEE Open J. Commun. Soc. 3: 366-378 (2022) - [j11]Konstantinos Skitsas, Ioannis G. Papageorgiou, Mohammad Sadegh Talebi, Vasiliki Kantere, Michael N. Katehakis, Panagiotis Karras:
SIFTER: Space-Efficient Value Iteration for Finite-Horizon MDPs. Proc. VLDB Endow. 16(1): 90-98 (2022) - 2018
- [j10]Mohammad Sadegh Talebi, Alexandre Proutière:
Learning Proportionally Fair Allocations with Low Regret. Proc. ACM Meas. Anal. Comput. Syst. 2(2): 36:1-36:31 (2018) - [j9]Mohammad Sadegh Talebi, Zhenhua Zou, Richard Combes, Alexandre Proutière, Mikael Johansson:
Stochastic Online Shortest Path Routing: The Value of Feedback. IEEE Trans. Autom. Control. 63(4): 915-930 (2018) - [j8]Mohammad Hassan Hajiesmaili, Mohammad Sadegh Talebi, Ahmad Khonsari:
Multiperiod Network Rate Allocation With End-to-End Delay Constraints. IEEE Trans. Control. Netw. Syst. 5(3): 1087-1097 (2018) - 2014
- [j7]Mohammad Hassan Hajiesmaili, Mohammad Sadegh Talebi, Ahmad Khonsari:
Joint multipath rate control and scheduling for SVC streams in wireless mesh networks. Int. J. Ad Hoc Ubiquitous Comput. 15(4): 239-251 (2014) - 2013
- [j6]Bahram Alinia, Hamed Yousefi, Mohammad Sadegh Talebi, Ahmad Khonsari:
Maximizing Quality of Aggregation in Delay-Constrained Wireless Sensor Networks. IEEE Commun. Lett. 17(11): 2084-2087 (2013) - 2012
- [j5]Hosein Shafiei, Ahmad Khonsari, Mohammad Sadegh Talebi, Mohamed Ould-Khaoua:
A key-distribution mechanism for wireless sensor networks using Zig-Zag product. Int. J. Ad Hoc Ubiquitous Comput. 11(1): 1-10 (2012) - [j4]Mohammad Hassan Hajiesmaili, Ahmad Khonsari, Ali Sehati, Mohammad Sadegh Talebi:
Content-aware rate allocation for efficient video streaming via dynamic network utility maximization. J. Netw. Comput. Appl. 35(6): 2016-2027 (2012) - 2011
- [j3]Mohammad Sadegh Talebi, Ahmad Khonsari, Amin Mohtasham, Ali Abbasi:
Cost-aware monitoring of network-wide aggregates in wireless sensor networks. Comput. Networks 55(6): 1276-1290 (2011) - 2010
- [j2]Mohammad Sadegh Talebi, Ahmad Khonsari, Mohammad Hassan Hajiesmaili:
Utility-proportional bandwidth sharing for multimedia transmission supporting scalable video coding. Comput. Commun. 33(13): 1543-1556 (2010) - [j1]Mohammad Sadegh Talebi, Fahimeh Jafari, Ahmad Khonsari, Mohammad Hossien Yaghmaee:
Proportionally fair flow control mechanism for best effort traffic in network-on-chip architectures. Int. J. Parallel Emergent Distributed Syst. 25(4): 345-362 (2010)
Conference and Workshop Papers
- 2023
- [c40]Hassan Saber, Fabien Pesquerel, Odalric-Ambrym Maillard, Mohammad Sadegh Talebi:
Logarithmic regret in communicating MDPs: Leveraging known dynamics with bandits. ACML 2023: 1167-1182 - [c39]Hippolyte Bourel, Anders Jonsson, Odalric-Ambrym Maillard, Mohammad Sadegh Talebi:
Exploration in Reward Machines with Low Regret. AISTATS 2023: 4114-4146 - [c38]Roberto Cipollone, Anders Jonsson, Alessandro Ronca, Mohammad Sadegh Talebi:
Provably Efficient Offline Reinforcement Learning in Regular Decision Processes. NeurIPS 2023 - 2021
- [c37]Mohammad Sadegh Talebi, Anders Jonsson, Odalric Maillard:
Improved Exploration in Factored Average-Reward MDPs. AISTATS 2021: 3988-3996 - 2020
- [c36]Hippolyte Bourel, Odalric Maillard, Mohammad Sadegh Talebi:
Tightening Exploration in Upper Confidence Reinforcement Learning. ICML 2020: 1056-1066 - [c35]Lin Yang, Mohammad Hassan Hajiesmaili, Mohammad Sadegh Talebi, John C. S. Lui, Wing Shing Wong:
Adversarial Bandits with Corruptions: Regret Lower Bound and No-regret Algorithm. NeurIPS 2020 - 2019
- [c34]Mahsa Asadi, Mohammad Sadegh Talebi, Hippolyte Bourel, Odalric-Ambrym Maillard:
Model-Based Reinforcement Learning Exploiting State-Action Equivalence. ACML 2019: 204-219 - [c33]Mohammad Sadegh Talebi, Odalric-Ambrym Maillard:
Learning Multiple Markov Chains via Adaptive Allocation. NeurIPS 2019: 13322-13332 - 2018
- [c32]Mohammad Sadegh Talebi, Odalric-Ambrym Maillard:
Variance-Aware Regret Bounds for Undiscounted Reinforcement Learning in MDPs. ALT 2018: 770-805 - [c31]Bahram Alinia, Mohammad Sadegh Talebi, Mohammad Hassan Hajiesmaili, Ali Yekkehkhany, Noël Crespi:
Competitive Online Scheduling Algorithms with Applications in Deadline-Constrained EV Charging. IWQoS 2018: 1-10 - [c30]Mohammad Sadegh Talebi, Alexandre Proutière:
Learning Proportionally Fair Allocations with Low Regret. SIGMETRICS (Abstracts) 2018: 50-52 - 2016
- [c29]Mohammad Sadegh Talebi, Alexandre Proutière:
An Optimal Algorithm for Stochastic Matroid Bandit Optimization. AAMAS 2016: 548-556 - 2015
- [c28]Mohammad Hassan Hajiesmaili, Mohammad Sadegh Talebi, Ahmad Khonsari:
Utility-optimal dynamic rate allocation under average end-to-end delay requirements. CDC 2015: 4842-4847 - [c27]Richard Combes, Mohammad Sadegh Talebi, Alexandre Proutière, Marc Lelarge:
Combinatorial Bandits Revisited. NIPS 2015: 2116-2124 - 2013
- [c26]Marc Lelarge, Alexandre Proutière, M. Sadegh Talebi:
Spectrum bandit optimization. ITW 2013: 1-5 - 2012
- [c25]Ali Sehati, Mohammad Sadegh Talebi, Ahmad Khonsari:
NUM-based rate allocation for streaming traffic via Sequential Convex Programming. ICC 2012: 1239-1243 - [c24]Samaneh Heidari, Nazanin Dehghani, Mohammad Sadegh Talebi, Ahmad Khonsari:
Exploring playback continuity and delay trade-off in peer-to-peer streaming. ISCC 2012: 518-523 - 2009
- [c23]Ali Abbasi, Ahmad Khonsari, Mohammad Sadegh Talebi:
Source Location Anonymity for Sensor Networks. CCNC 2009: 1-5 - [c22]Euhanna Ghadimi, Ahmad Khonsari, Mohammad Sadegh Talebi, Nasser Yazdani:
Loss-Aware Geographic Routing for Unreliable Wireless Sensor Networks. CCNC 2009: 1-5 - [c21]Mohammad Sadegh Talebi, Ahmad Khonsari, Ali Abbasi:
Distributed Threshold Selection for Aggregate Threshold Monitoring in Sensor Networks. CCNC 2009: 1-5 - [c20]Hosein Shafiei, Ahmad Khonsari, Mohammad Sadegh Talebi, Mohamed Ould-Khaoua, Nazanin Dehghani:
On the Connectivity of Key-Distribution Strategies in Wireless Sensor Networks. GLOBECOM 2009: 1-6 - [c19]Mohammad Sadegh Talebi, Ahmad Khonsari, Mohammad Hassan Hajiesmaili, Sina Jafarpour:
A Suboptimal Network Utility Maximization Approach for Scalable Multimedia Applications. GLOBECOM 2009: 1-6 - [c18]Ali Abbasi, Ahmad Khonsari, Mohammad Sadegh Talebi:
Flooding-Assisted Threshold Assignment for Aggregate Monitoring in Sensor Networks. ICDCN 2009: 414-424 - [c17]Fahimeh Jafari, Mohammad Sadegh Talebi, Mohammad Hossien Yaghmaee, Ahmad Khonsari, Mohamed Ould-Khaoua:
Throughput-fairness tradeoff in Best Effort flow control for on-chip architectures. IPDPS 2009: 1-8 - [c16]Mohammad Sadegh Talebi, Ahmad Khonsari, Mohammad Hassan Hajiesmaili:
Optimization bandwidth sharing for multimedia transmission supporting scalable video coding. LCN 2009: 185-192 - [c15]Salman Mostafavi, Ahmad Khonsari, Mohammad Sadegh Talebi, Mohamed Ould-Khaoua:
Rate Control for Scalable Multimedia Applications in Network-on-Chips. ScalCom-EmbeddedCom 2009: 621-626 - [c14]Mohammad Sadegh Talebi, Ahmad Khonsari, Reyhaneh Jabarvand:
Cost-aware reactive monitoring in resource-constrained wireless sensor networks. WCNC 2009: 2966-2971 - 2008
- [c13]Mohammad Sadegh Talebi, Fahimeh Jafari, Ahmad Khonsari, Mohammad Hossein Yaghmaee:
Best Effort Flow Control in Network-on-Chip. CSICC 2008: 990-993 - [c12]Fahimeh Jafari, Mohammad Hossien Yaghmaee, Mohammad Sadegh Talebi, Ahmad Khonsari:
Max-Min-Fair Best Effort Flow Control in Network-on-Chip Architectures. ICCS (1) 2008: 436-445 - [c11]Ahmad Khonsari, Mohammad R. Aghajani, Arash Tavakkol, Mohammad Sadegh Talebi:
Mathematical analysis of buffer sizing for Network-on-Chips under multimedia traffic. ICCD 2008: 150-155 - [c10]Ali Jafari, Mohammad Sadegh Talebi, Ahmad Khonsari, Ghodrat Sepidnam:
Maximizing Download Bandwidth for File Sharing in BitTorrent-like Peer-to-Peer Networks. ICPADS 2008: 344-350 - [c9]Mohammad Sadegh Talebi, Fahimeh Jafari, Ahmad Khonsari, Mohammad Hossien Yaghmaee:
Proportionally-fair best effort flow control in network-on-chip architectures. IPDPS 2008: 1-8 - [c8]Fahimeh Jafari, Mohammad Sadegh Talebi, Ahmad Khonsari, Mohammad Hossien Yaghmaee:
A Novel Congestion Control Scheme in Network-on-Chip Based on Best Effort Delay-Sum Optimization. ISPAN 2008: 191-196 - [c7]Mohammad Sadegh Talebi, Ahmad Khonsari:
On the Stability of Best Effort Flow Control Mechanisms in On-Chip Architectures. MASCOTS 2008: 239-246 - 2007
- [c6]Mahdi Kefayati, Mohammad Sadegh Talebi, Hamid R. Rabiee, Babak Hossein Khalaj:
On Secure Consensus Information Fusion over Sensor Networks. AICCSA 2007: 108-115 - [c5]Amir Mahdi Khodaian, Babak H. Khalaj, Mohammad Sadegh Talebi:
Utility Constrained Energy Minimization In Aloha Networks. CCNC 2007: 665-669 - [c4]Mohammad Sadegh Talebi, Fahimeh Jafari, Ahmad Khonsari, Mohammad Hossien Yaghmaee:
A Novel Congestion Control Scheme for Elastic Flows in Network-on-Chip Based on Sum-Rate Optimization. ICCSA (3) 2007: 398-409 - [c3]Mahdi Kefayati, Mohammad Sadegh Talebi, Hamid R. Rabiee, Babak Hossein Khalaj:
Secure consensus averaging for secure information fusion in sensor networks. ISSPA 2007: 1-4 - [c2]Mohammad Sadegh Talebi, Fahimeh Jafari, Ahmad Khonsari:
A Novel Flow Control Scheme for Best Effort Traffic in NoC Based on Source Rate Utility Maximization. MASCOTS 2007: 381-386 - 2006
- [c1]Mohammad Sadegh Talebi, Mahdi Kefayati, Babak Hossein Khalaj, Hamid R. Rabiee:
Adaptive Consensus Averaging for Information Fusion over Sensor Networks. MASS 2006: 562-565
Informal and Other Publications
- 2020
- [i13]Hippolyte Bourel, Odalric-Ambrym Maillard, Mohammad Sadegh Talebi:
Tightening Exploration in Upper Confidence Reinforcement Learning. CoRR abs/2004.09656 (2020) - [i12]Mohammad Sadegh Talebi, Anders Jonsson, Odalric-Ambrym Maillard:
Improved Exploration in Factored Average-Reward MDPs. CoRR abs/2009.04575 (2020) - 2019
- [i11]M. Sadegh Talebi, Odalric-Ambrym Maillard:
Learning Multiple Markov Chains via Adaptive Allocation. CoRR abs/1905.11128 (2019) - [i10]Mahsa Asadi, Mohammad Sadegh Talebi, Hippolyte Bourel, Odalric-Ambrym Maillard:
Model-Based Reinforcement Learning Exploiting State-Action Equivalence. CoRR abs/1910.04077 (2019) - 2018
- [i9]Mohammad Sadegh Talebi, Odalric-Ambrym Maillard:
Variance-Aware Regret Bounds for Undiscounted Reinforcement Learning in MDPs. CoRR abs/1803.01626 (2018) - 2015
- [i8]Richard Combes, Marc Lelarge, Alexandre Proutière, M. Sadegh Talebi:
Stochastic and Adversarial Combinatorial Bandits. CoRR abs/1502.03475 (2015) - [i7]Mohammad Hassan Hajiesmaili, Mohammad Sadegh Talebi, Ahmad Khonsari:
Utility-Optimal Dynamic Rate Allocation under Average End-to-End Delay Requirements. CoRR abs/1509.03374 (2015) - [i6]Seyed Hessam Mirsadeghi, Ahmad Khonsari, Mohammad Sadegh Talebi, Behnam Khodabandeloo:
Scalable and Fair Admission Control for On-Chip Nanophotonic Crossbars. CoRR abs/1512.04106 (2015) - 2013
- [i5]Marc Lelarge, Alexandre Proutière, M. Sadegh Talebi:
Spectrum Bandit Optimization. CoRR abs/1302.6974 (2013) - [i4]Mohammad Sadegh Talebi:
Uncoupled Learning Rules for Seeking Equilibria in Repeated Plays: An Overview. CoRR abs/1310.5660 (2013) - 2011
- [i3]Mohammad Sadegh Talebi, Ahmad Khonsari, Mohammad Hassan Hajiesmaili, Sina Jafarpour:
Quasi-Optimal Network Utility Maximization for Scalable Video Streaming. CoRR abs/1102.2604 (2011) - [i2]Ali Sehati, Mohammad Sadegh Talebi, Ahmad Khonsari:
NUM-Based Rate Allocation for Streaming Traffic via Sequential Convex Programming. CoRR abs/1109.6809 (2011) - 2010
- [i1]Amir Mahdi Khodaian, Babak Hossein Khalaj, Mohammad Sadegh Talebi:
Utility Constrained Energy Minimization In Aloha Networks. CoRR abs/1011.5122 (2010)
Coauthor Index
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