Mohammad Sadegh Talebi

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 28

Top Topics

Reinforcement Learning

Multi Armed Bandit

Wireless Mesh Networks

Top Venues

Publications

Odalric-Ambrym Maillard, Mohammad Sadegh Talebi
How to Shrink Confidence Sets for Many Equivalent Discrete Distributions? CoRR (2024)
Yunlian Lyu, Mohammad Sadegh Talebi
Double Graph Attention Networks for Visual Semantic Navigation. Neural Process. Lett. 55 (7) (2023)
Roberto Cipollone, Anders Jonsson, Alessandro Ronca, Mohammad Sadegh Talebi
Provably Efficient Offline Reinforcement Learning in Regular Decision Processes. NeurIPS (2023)
Hippolyte Bourel, Anders Jonsson, Odalric-Ambrym Maillard, Mohammad Sadegh Talebi
Exploration in Reward Machines with Low Regret. AISTATS (2023)
Yunlian Lyu, Aymeric Côme, Yijie Zhang, Mohammad Sadegh Talebi
Scaling Up Q-Learning via Exploiting State-Action Equivalence. Entropy 25 (4) (2023)
Hassan Saber, Fabien Pesquerel, Odalric-Ambrym Maillard, Mohammad Sadegh Talebi
Logarithmic regret in communicating MDPs: Leveraging known dynamics with bandits. ACML (2023)
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) (2022)
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 (2022)
Mohammad Sadegh Talebi, Anders Jonsson, Odalric Maillard
Improved Exploration in Factored Average-Reward MDPs. AISTATS (2021)
Hippolyte Bourel, Odalric Maillard, Mohammad Sadegh Talebi
Tightening Exploration in Upper Confidence Reinforcement Learning. ICML (2020)
Mohammad Sadegh Talebi, Anders Jonsson, Odalric-Ambrym Maillard
Improved Exploration in Factored Average-Reward MDPs. CoRR (2020)
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)
Hippolyte Bourel, Odalric-Ambrym Maillard, Mohammad Sadegh Talebi
Tightening Exploration in Upper Confidence Reinforcement Learning. CoRR (2020)
Mahsa Asadi, Mohammad Sadegh Talebi, Hippolyte Bourel, Odalric-Ambrym Maillard
Model-Based Reinforcement Learning Exploiting State-Action Equivalence. CoRR (2019)
Mahsa Asadi, Mohammad Sadegh Talebi, Hippolyte Bourel, Odalric-Ambrym Maillard
Model-Based Reinforcement Learning Exploiting State-Action Equivalence. ACML (2019)
Mohammad Sadegh Talebi, Odalric-Ambrym Maillard
Learning Multiple Markov Chains via Adaptive Allocation. NeurIPS (2019)
Mohammad Sadegh Talebi, Odalric-Ambrym Maillard
Variance-Aware Regret Bounds for Undiscounted Reinforcement Learning in MDPs. CoRR (2018)
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) (2018)
Mohammad Sadegh Talebi, Alexandre Proutière
Learning Proportionally Fair Allocations with Low Regret. SIGMETRICS (Abstracts) (2018)
Mohammad Sadegh Talebi, Alexandre Proutière
Learning Proportionally Fair Allocations with Low Regret. Proc. ACM Meas. Anal. Comput. Syst. 2 (2) (2018)
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)
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) (2018)
Mohammad Sadegh Talebi, Odalric-Ambrym Maillard
Variance-Aware Regret Bounds for Undiscounted Reinforcement Learning in MDPs. ALT (2018)
Mohammad Sadegh Talebi, Alexandre Proutière
An Optimal Algorithm for Stochastic Matroid Bandit Optimization. AAMAS (2016)
Richard Combes, Mohammad Sadegh Talebi, Alexandre Proutière, Marc Lelarge
Combinatorial Bandits Revisited. NIPS (2015)
Mohammad Hassan Hajiesmaili, Mohammad Sadegh Talebi, Ahmad Khonsari
Utility-Optimal Dynamic Rate Allocation under Average End-to-End Delay Requirements. CoRR (2015)
Seyed Hessam Mirsadeghi, Ahmad Khonsari, Mohammad Sadegh Talebi, Behnam Khodabandeloo
Scalable and Fair Admission Control for On-Chip Nanophotonic Crossbars. CoRR (2015)
Mohammad Hassan Hajiesmaili, Mohammad Sadegh Talebi, Ahmad Khonsari
Utility-optimal dynamic rate allocation under average end-to-end delay requirements. CDC (2015)
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) (2014)
Mohammad Sadegh Talebi
Uncoupled Learning Rules for Seeking Equilibria in Repeated Plays: An Overview. CoRR (2013)
Bahram Alinia, Hamed Yousefi, Mohammad Sadegh Talebi, Ahmad Khonsari
Maximizing Quality of Aggregation in Delay-Constrained Wireless Sensor Networks. IEEE Commun. Lett. 17 (11) (2013)
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) (2012)
Ali Sehati, Mohammad Sadegh Talebi, Ahmad Khonsari
NUM-based rate allocation for streaming traffic via Sequential Convex Programming. ICC (2012)
Samaneh Heidari, Nazanin Dehghani, Mohammad Sadegh Talebi, Ahmad Khonsari
Exploring playback continuity and delay trade-off in peer-to-peer streaming. ISCC (2012)
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) (2012)
Mohammad Sadegh Talebi, Ahmad Khonsari, Mohammad Hassan Hajiesmaili, Sina Jafarpour
Quasi-Optimal Network Utility Maximization for Scalable Video Streaming CoRR (2011)
Mohammad Sadegh Talebi, Ahmad Khonsari, Amin Mohtasham, Ali Abbasi
Cost-aware monitoring of network-wide aggregates in wireless sensor networks. Comput. Networks 55 (6) (2011)
Ali Sehati, Mohammad Sadegh Talebi, Ahmad Khonsari
NUM-Based Rate Allocation for Streaming Traffic via Sequential Convex Programming CoRR (2011)
Amir Mahdi Khodaian, Babak Hossein Khalaj, Mohammad Sadegh Talebi
Utility Constrained Energy Minimization In Aloha Networks CoRR (2010)
Mohammad Sadegh Talebi, Ahmad Khonsari, Mohammad Hassan Hajiesmaili
Utility-proportional bandwidth sharing for multimedia transmission supporting scalable video coding. Comput. Commun. 33 (13) (2010)
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) (2010)
Mohammad Sadegh Talebi, Ahmad Khonsari, Mohammad Hassan Hajiesmaili, Sina Jafarpour
A Suboptimal Network Utility Maximization Approach for Scalable Multimedia Applications. GLOBECOM (2009)
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)
Salman Mostafavi, Ahmad Khonsari, Mohammad Sadegh Talebi, Mohamed Ould-Khaoua
Rate Control for Scalable Multimedia Applications in Network-on-Chips. ScalCom-EmbeddedCom (2009)
Mohammad Sadegh Talebi, Ahmad Khonsari, Mohammad Hassan Hajiesmaili
Optimization bandwidth sharing for multimedia transmission supporting scalable video coding. LCN (2009)
Ali Abbasi, Ahmad Khonsari, Mohammad Sadegh Talebi
Source Location Anonymity for Sensor Networks. CCNC (2009)
Euhanna Ghadimi, Ahmad Khonsari, Mohammad Sadegh Talebi, Nasser Yazdani
Loss-Aware Geographic Routing for Unreliable Wireless Sensor Networks. CCNC (2009)
Mohammad Sadegh Talebi, Ahmad Khonsari, Ali Abbasi
Distributed Threshold Selection for Aggregate Threshold Monitoring in Sensor Networks. CCNC (2009)
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)
Mohammad Sadegh Talebi, Ahmad Khonsari, Reyhaneh Jabarvand
Cost-aware reactive monitoring in resource-constrained wireless sensor networks. WCNC (2009)
Ali Abbasi, Ahmad Khonsari, Mohammad Sadegh Talebi
Flooding-Assisted Threshold Assignment for Aggregate Monitoring in Sensor Networks. ICDCN (2009)
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)
Mohammad Sadegh Talebi, Fahimeh Jafari, Ahmad Khonsari, Mohammad Hossein Yaghmaee
Best Effort Flow Control in Network-on-Chip. CSICC (2008)
Mohammad Sadegh Talebi, Ahmad Khonsari
On the Stability of Best Effort Flow Control Mechanisms in On-Chip Architectures. MASCOTS (2008)
Ali Jafari, Mohammad Sadegh Talebi, Ahmad Khonsari, Ghodrat Sepidnam
Maximizing Download Bandwidth for File Sharing in BitTorrent-like Peer-to-Peer Networks. ICPADS (2008)
Mohammad Sadegh Talebi, Fahimeh Jafari, Ahmad Khonsari, Mohammad Hossien Yaghmaee
Proportionally-fair best effort flow control in network-on-chip architectures. IPDPS (2008)
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)
Ahmad Khonsari, Mohammad R. Aghajani, Arash Tavakkol, Mohammad Sadegh Talebi
Mathematical analysis of buffer sizing for Network-on-Chips under multimedia traffic. ICCD (2008)
Mahdi Kefayati, Mohammad Sadegh Talebi, Hamid R. Rabiee, Babak Hossein Khalaj
On Secure Consensus Information Fusion over Sensor Networks. AICCSA (2007)
Mahdi Kefayati, Mohammad Sadegh Talebi, Hamid R. Rabiee, Babak Hossein Khalaj
Secure consensus averaging for secure information fusion in sensor networks. ISSPA (2007)
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)
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)
Amir Mahdi Khodaian, Babak H. Khalaj, Mohammad Sadegh Talebi
Utility Constrained Energy Minimization In Aloha Networks. CCNC (2007)
Mohammad Sadegh Talebi, Mahdi Kefayati, Babak Hossein Khalaj, Hamid R. Rabiee
Adaptive Consensus Averaging for Information Fusion over Sensor Networks. MASS (2006)