Setareh Maghsudi

ORCID

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 103

Top Venues

CoRR

IEEE Wirel. Commun. Lett.

IEEE Trans. Wirel. Commun.

GLOBECOM

Berlin Institute of Technology (PHD)

Education History

Berlin Institute of Technology

PHD

Publications

Mariam Yahya, Alexander Conzelmann, Setareh Maghsudi
Decentralized Task Offloading and Load-Balancing for Mobile Edge Computing in Dense Networks. IEEE Commun. Lett. 28 (8) (2024)
Qiang He, Tianyi Zhou, Meng Fang, Setareh Maghsudi
Adaptive Regularization of Representation Rank as an Implicit Constraint of Bellman Equation. CoRR (2024)
Ummy Habiba, Setareh Maghsudi, Ekram Hossain
A Repeated Auction Model for Load-Aware Dynamic Resource Allocation in Multi-Access Edge Computing. CoRR (2024)
Ummy Habiba, Setareh Maghsudi, Ekram Hossain
A Repeated Auction Model for Load-Aware Dynamic Resource Allocation in Multi-Access Edge Computing. IEEE Trans. Mob. Comput. 23 (7) (2024)
Steven Bilaj, Sofien Dhouib, Setareh Maghsudi
Meta Learning in Bandits within Shared Affine Subspaces. CoRR (2024)
Xiaotong Cheng, Ioannis Tsetis, Setareh Maghsudi
Distributed Management of Fluctuating Energy Resources in Dynamic Networked Systems. CoRR (2024)
Steven Bilaj, Sofien Dhouib, Setareh Maghsudi
Meta Learning in Bandits within shared affine Subspaces. AISTATS (2024)
Yuwen Cao, Setareh Maghsudi, Tomoaki Ohtsuki, Tony Q. S. Quek
Mobility-Aware Routing and Caching in Small Cell Networks Using Federated Learning. IEEE Trans. Commun. 72 (2) (2024)
Mariam Yahya, Setareh Maghsudi, Slawomir Stanczak
Federated Learning in UAV-Enhanced Networks: Joint Coverage and Convergence Time Optimization. IEEE Trans. Wirel. Commun. 23 (6) (2024)
Qiang He, Tianyi Zhou, Meng Fang, Setareh Maghsudi
Adaptive Regularization of Representation Rank as an Implicit Constraint of Bellman Equation. ICLR (2024)
Manuel Eberhardinger, Florian Rupp, Johannes Maucher, Setareh Maghsudi
Unveiling the Decision-Making Process in Reinforcement Learning with Genetic Programming. CoRR (2024)
Mariam Yahya, Alexander Conzelmann, Setareh Maghsudi
Decentralized Task Offloading and Load-Balancing for Mobile Edge Computing in Dense Networks. CoRR (2024)
Kweiguu Liu, Setareh Maghsudi, Makoto Yokoo
Budgeted Recommendation with Delayed Feedback. WorldCIST (3) (2024)
Sida Dai, Ehsan Tohidi, Setareh Maghsudi, Lars Thiele, Slawomir Stanczak
Gradual Change Detection in Covariance Matrix: A Lazy Approach. WCNC (2024)
Manuel Eberhardinger, Florian Rupp, Johannes Maucher, Setareh Maghsudi
Unveiling the Decision-Making Process in Reinforcement Learning with Genetic Programming. ICSI (1) (2024)
Kweiguu Liu, Setareh Maghsudi
Budgeted Recommendation with Delayed Feedback. CoRR (2024)
Xiaotong Cheng, Cheng Pan, Setareh Maghsudi
Parallel Online Clustering of Bandits via Hedonic Game. ICML (2023)
Yuwen Cao, Tomoaki Ohtsuki, Setareh Maghsudi, Tony Q. S. Quek
Deep Learning and Image Super-Resolution-Guided Beam and Power Allocation for mmWave Networks. IEEE Trans. Veh. Technol. 72 (11) (2023)
Ahmad-Reza Ehyaei, Amir-Hossein Karimi, Bernhard Schölkopf, Setareh Maghsudi
Robustness Implies Fairness in Causal Algorithmic Recourse. FAccT (2023)
Xiaotong Cheng, Setareh Maghsudi
Cooperative Thresholded Lasso for Sparse Linear Bandit. ECAI (2023)
Saeed Ghoorchian, Evgenii Kortukov, Setareh Maghsudi
Online Learning with Costly Features in Non-stationary Environments. CoRR (2023)
Haniyeh Barghi, Xiaotong Cheng, Setareh Maghsudi
Cooperative Thresholded Lasso for Sparse Linear Bandit. CoRR (2023)
Saeed Ghoorchian, Setareh Maghsudi
Non-stationary Delayed Combinatorial Semi-Bandit with Causally Related Rewards. CoRR (2023)
Qiang He, Tianyi Zhou, Meng Fang, Setareh Maghsudi
Eigensubspace of Temporal-Difference Dynamics and How It Improves Value Approximation in Reinforcement Learning. ECML/PKDD (4) (2023)
Behzad Nourani-Koliji, Steven Bilaj, Amir Rezaei Balef, Setareh Maghsudi
Piecewise-Stationary Combinatorial Semi-Bandit with Causally Related Rewards. CoRR (2023)
Xiaotong Cheng, Setareh Maghsudi
Collaborative Regret Minimization for Piecewise-Stationary Multi-Armed Bandit. EUSIPCO (2023)
Mariam Yahya, Setareh Maghsudi, Slawomir Stanczak
Federated Learning in UAV-Enhanced Networks: Joint Coverage and Convergence Time Optimization. CoRR (2023)
Manuel Eberhardinger, Johannes Maucher, Setareh Maghsudi
Learning of Generalizable and Interpretable Knowledge in Grid-Based Reinforcement Learning Environments. AIIDE (2023)
Steven Bilaj, Amir Rezaei Balef, Setareh Maghsudi
Piecewise-Stationary Combinatorial Semi-Bandit with Causally Related Rewards. ECAI (2023)
Hammad Zafar, Martin Kasparick, Setareh Maghsudi, Slawomir Stanczak
A Deep Reinforcement Learning Approach for Load Balancing in Open Radio Access Networks. GLOBECOM (2023)
Mine Melodi Caliskan, Francesco Chini, Setareh Maghsudi
Multi-Agent Learning from Learners. ICML (2023)
Amir Rezaei Balef, Setareh Maghsudi
Piecewise-Stationary Multi-Objective Multi-Armed Bandit with Application to Joint Communications and Sensing. CoRR (2023)
Amir Rezaei Balef, Setareh Maghsudi
Piecewise-Stationary Multi-Objective Multi-Armed Bandit With Application to Joint Communications and Sensing. IEEE Wirel. Commun. Lett. 12 (5) (2023)
Qiang He, Tianyi Zhou, Meng Fang, Setareh Maghsudi
Eigensubspace of Temporal-Difference Dynamics and How It Improves Value Approximation in Reinforcement Learning. CoRR (2023)
Manuel Eberhardinger, Johannes Maucher, Setareh Maghsudi
Learning of Generalizable and Interpretable Knowledge in Grid-Based Reinforcement Learning Environments. CoRR (2023)
Ahmad-Reza Ehyaei, Amir-Hossein Karimi, Bernhard Schölkopf, Setareh Maghsudi
Robustness Implies Fairness in Causal Algorithmic Recourse. CoRR (2023)
Vandana Mittal, Setareh Maghsudi, Ekram Hossain
Distributed Cooperation Under Uncertainty in Drone-Based Wireless Networks: A Bayesian Coalitional Game. IEEE Trans. Mob. Comput. 22 (1) (2023)
Yuwen Cao, Tomoaki Ohtsuki, Setareh Maghsudi, Tony Q. S. Quek
Deep Learning and Image Super-Resolution-Guided Beam and Power Allocation for mmWave Networks. CoRR (2023)
Ioannis Tsetis, Xiaotong Cheng, Setareh Maghsudi
A Bandit Online Convex Optimization Approach To Distributed Energy Management In Networked Systems. ICASSP (2023)
Xiaotong Cheng, Setareh Maghsudi
Distributed Consensus Algorithm for Decision-Making in Multi-agent Multi-armed Bandit. CoRR (2023)
Manuel Eberhardinger, Johannes Maucher, Setareh Maghsudi
Towards Explainable Decision Making with Neural Program Synthesis and Library Learning. NeSy (2023)
Xiaotong Cheng, Setareh Maghsudi
Distributed Task Management in Fog Computing: A Socially Concave Bandit Game. IEEE Trans. Green Commun. Netw. 7 (3) (2023)
Onur Atan, Saeed Ghoorchian, Setareh Maghsudi, Mihaela van der Schaar
Data-Driven Online Recommender Systems With Costly Information Acquisition. IEEE Trans. Serv. Comput. 16 (1) (2023)
Navneet Agrawal, Yuqin Qiu, Matthias Frey, Igor Bjelakovic, Setareh Maghsudi, Slawomir Stanczak, Jingge Zhu
A Learning-Based Approach to Approximate Coded Computation. CoRR (2022)
Sofien Dhouib, Setareh Maghsudi
Connecting sufficient conditions for domain adaptation: source-guided uncertainty, relaxed divergences and discrepancy localization. CoRR (2022)
Saeed Ghoorchian, Setareh Maghsudi
Bayesian Linear Bandits for Large-Scale Recommender Systems. CoRR (2022)
Xiaotong Cheng, Setareh Maghsudi
Distributed Task Management in the Heterogeneous Fog: A Socially Concave Bandit Game. SPAWC (2022)
Behzad Nourani-Koliji, Saeed Ghoorchian, Setareh Maghsudi
Linear Combinatorial Semi-Bandit with Causally Related Rewards. CoRR (2022)
Firas Fredj, Yasser F. Al-Eryani, Setareh Maghsudi, Mohamed Akrout, Ekram Hossain
Distributed Beamforming Techniques for Cell-Free Wireless Networks Using Deep Reinforcement Learning. IEEE Trans. Cogn. Commun. Netw. 8 (2) (2022)
Aaron Yi Ding, Ella Peltonen, Tobias Meuser, Atakan Aral, Christian Becker, Schahram Dustdar, Thomas Hiessl, Dieter Kranzlmüller, Madhusanka Liyanage, Setareh Maghsudi, Nitinder Mohan, Jörg Ott, Jan S. Rellermeyer, Stefan Schulte, Henning Schulzrinne, Gürkan Solmaz, Sasu Tarkoma, Blesson Varghese, Lars C. Wolf
Roadmap for edge AI: a Dagstuhl perspective. Comput. Commun. Rev. 52 (1) (2022)
Mariam Yahya, Setareh Maghsudi
Joint Coverage and Resource Allocation for Federated Learning in UAV-Enabled Networks. WCNC (2022)
Steven Bilaj, Sofien Dhouib, Setareh Maghsudi
Hypothesis Transfer in Bandits by Weighted Models. ECML/PKDD (4) (2022)
Xiaotong Cheng, Setareh Maghsudi
Distributed Task Management in the Heterogeneous Fog: A Socially Concave Bandit Game. CoRR (2022)
Steven Bilaj, Sofien Dhouib, Setareh Maghsudi
Hypothesis Transfer in Bandits by Weighted Models. CoRR (2022)
Behzad Nourani-Koliji, Saeed Ghoorchian, Setareh Maghsudi
Linear Combinatorial Semi-Bandit with Causally Related Rewards. IJCAI (2022)
Dan Ashlock, Setareh Maghsudi, Diego Perez Liebana, Pieter Spronck, Manuel Eberhardinger
Human-Game AI Interaction (Dagstuhl Seminar 22251). Dagstuhl Reports 12 (6) (2022)
Manuel Eberhardinger, Johannes Maucher, Setareh Maghsudi
Imitation Learning of Logical Program Policies for Multi-Agent Reinforcement Learning. KI (Workshops) (2022)
Arash Bozorgchenani, Setareh Maghsudi, Daniele Tarchi, Ekram Hossain
Computation Offloading in Heterogeneous Vehicular Edge Networks: On-Line and Off-Policy Bandit Solutions. IEEE Trans. Mob. Comput. 21 (12) (2022)
Navneet Agrawal, Yuqin Qiu, Matthias Frey, Igor Bjelakovic, Setareh Maghsudi, Slawomir Stanczak, Jingge Zhu
A Learning-Based Approach to Approximate Coded Computation. ITW (2022)
Saeed Ghoorchian, Setareh Maghsudi
Multi-Armed Bandit for Energy-Efficient and Delay-Sensitive Edge Computing in Dynamic Networks With Uncertainty. IEEE Trans. Cogn. Commun. Netw. 7 (1) (2021)
Suzan Bayhan, Setareh Maghsudi, Anatolij Zubow
EdgeDASH: Exploiting Network-Assisted Adaptive Video Streaming for Edge Caching. IEEE Trans. Netw. Serv. Manag. 18 (2) (2021)
Binayak Ghosh, Mahdi Motagh, Mahmud Haghshenas-Haghighi, Magdalena Vassileva, Thomas R. Walter, Setareh Maghsudi
Automatic Detection of Volcanic Unrest Using Blind Source Separation With a Minimum Spanning Tree Based Stability Analysis. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14 (2021)
Yuwen Cao, Setareh Maghsudi, Tomoaki Ohtsuki
Mobility-Aware Routing and Caching: A Federated Learning Assisted Approach. ICC (2021)
Yuwen Cao, Setareh Maghsudi, Tomoaki Ohtsuki
Mobility-Aware Routing and Caching: A Federated Learning Assisted Approach. CoRR (2021)
Setareh Maghsudi, Max Davy
Computational Models of Human Decision-Making with Application to the Internet of Everything. IEEE Wirel. Commun. 28 (1) (2021)
Setareh Maghsudi, Andrew S. Lan, Jie Xu, Mihaela van der Schaar
Personalized Education in the Artificial Intelligence Era: What to Expect Next. IEEE Signal Process. Mag. 38 (3) (2021)
Setareh Maghsudi, Andrew S. Lan, Jie Xu, Mihaela van der Schaar
Personalized Education in the AI Era: What to Expect Next? CoRR (2021)
Setareh Maghsudi, Mihaela van der Schaar
A Non-Stationary Bandit-Learning Approach to Energy-Efficient Femto-Caching With Rateless-Coded Transmission. IEEE Trans. Wirel. Commun. 19 (7) (2020)
Arash Bozorgchenani, Setareh Maghsudi, Daniele Tarchi, Ekram Hossain
Computation Offloading in Heterogeneous Vehicular Edge Networks: On-line and Off-policy Bandit Solutions. CoRR (2020)
Setareh Maghsudi, Max Davy
Computational Models of Human Decision-Making with Application to the Internet of Everything. CoRR (2020)
Vandana Mittal, Setareh Maghsudi, Ekram Hossain
Distributed Cooperation Under Uncertainty in Drone-Based Wireless Networks: A Bayesian Coalitional Game. CoRR (2020)
David Bermbach, Setareh Maghsudi, Jonathan Hasenburg, Tobias Pfandzelter
Towards Auction-Based Function Placement in Serverless Fog Platforms. ICFC (2020)
Suzan Bayhan, Setareh Maghsudi, Anatolij Zubow
EdgeDASH: Exploiting Network-Assisted Adaptive Video Streaming for Edge Caching. CoRR (2020)
Setareh Maghsudi, Mihaela van der Schaar
A Non-Stationary Bandit-Learning Approach to Energy-Efficient Femto-Caching with Rateless-Coded Transmission. CoRR (2020)
Saeed Ghoorchian, Setareh Maghsudi
Multi-Armed Bandit for Edge Computing in Dynamic Networks with Uncertainty. SPAWC (2020)
Firas Fredj, Yasser F. Al-Eryani, Setareh Maghsudi, Mohamed Akrout, Ekram Hossain
Distributed Uplink Beamforming in Cell-Free Networks Using Deep Reinforcement Learning. CoRR (2020)
Setareh Maghsudi, Mihaela van der Schaar
A Bandit Learning Approach to Energy-Efficient Femto-Caching under Uncertainty. GLOBECOM (2019)
Ummy Habiba, Setareh Maghsudi, Ekram Hossain
A Reverse Auction Model for Efficient Resource Allocation in Mobile Edge Computation Offloading. GLOBECOM (2019)
Soheil Eshghi, Setareh Maghsudi, Valerio Restocchi, Sebastian Stein, Leandros Tassiulas
Efficient Influence Maximization Under Network Uncertainty. INFOCOM Workshops (2019)
David Bermbach, Setareh Maghsudi, Jonathan Hasenburg, Tobias Pfandzelter
Towards Auction-Based Function Placement in Serverless Fog Platforms. CoRR (2019)
Saeed Ghoorchian, Setareh Maghsudi
Multi-Armed Bandit for Energy-Efficient and Delay-Sensitive Edge Computing in Dynamic Networks with Uncertainty. CoRR (2019)
Setareh Maghsudi, Mihaela van der Schaar
Distributed Task Management in Cyber-Physical Systems: How to Cooperate Under Uncertainty? IEEE Trans. Cogn. Commun. Netw. 5 (1) (2019)
Prabodini Semasinghe, Ekram Hossain, Setareh Maghsudi
Cheat-Proof Distributed Power Control in Full-Duplex Small Cell Networks: A Repeated Game With Imperfect Public Monitoring. IEEE Trans. Commun. 66 (4) (2018)
Setareh Maghsudi, Dusit Niyato
On Power-Efficient Planning in Dynamic Small Cell Networks. IEEE Wirel. Commun. Lett. 7 (3) (2018)
Setareh Maghsudi, Mihaela van der Schaar
Distributed Task Management in Cyber-Physical Systems: How to Cooperate Under Uncertainty? GLOBECOM (2018)
Shermila Ranadheera, Setareh Maghsudi, Ekram Hossain
Computation Offloading and Activation of Mobile Edge Computing Servers: A Minority Game. IEEE Wirel. Commun. Lett. 7 (5) (2018)
Setareh Maghsudi, Mihaela van der Schaar
Distributed Task Management in Cyber-Physical Systems: How to Cooperate under Uncertainty? CoRR (2018)
Setareh Maghsudi, Ekram Hossain
Distributed User Association in Energy Harvesting Small Cell Networks: A Probabilistic Bandit Model. IEEE Trans. Wirel. Commun. 16 (3) (2017)
Shermila Ranadheera, Setareh Maghsudi, Ekram Hossain
Mobile Edge Computation Offloading Using Game Theory and Reinforcement Learning. CoRR (2017)
Setareh Maghsudi, Dusit Niyato
On Transmission Mode Selection in D2D-Enhanced Small Cell Networks. IEEE Wirel. Commun. Lett. 6 (5) (2017)
Shermila Ranadheera, Setareh Maghsudi, Ekram Hossain
Computation Offloading and Activation of Mobile Edge Computing Servers: A Minority Game. CoRR (2017)
Setareh Maghsudi, Ekram Hossain
Distributed User Association in Energy Harvesting Dense Small Cell Networks: A Mean-Field Multi-Armed Bandit Approach. IEEE Access 5 (2017)
Shermila Ranadheera, Setareh Maghsudi, Ekram Hossain
Minority Games With Applications to Distributed Decision Making and Control in Wireless Networks. IEEE Wirel. Commun. 24 (5) (2017)
Sebastian Stein, Soheil Eshghi, Setareh Maghsudi, Leandros Tassiulas, Rachel K. E. Bellamy, Nicholas R. Jennings
Heuristic Algorithms for Influence Maximization in Partially Observable Social Networks. SocInf@IJCAI (2017)
Setareh Maghsudi, Ekram Hossain
Distributed User Association in Energy Harvesting Small Cell Networks: An Exchange Economy With Uncertainty. IEEE Trans. Green Commun. Netw. 1 (3) (2017)
Sebastian Stein, Soheil Eshghi, Setareh Maghsudi, Leandros Tassiulas, Rachel K. E. Bellamy, Nicholas R. Jennings
Influence maximisation beyond organisational boundaries. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI (2017)
Prabodini Semasinghe, Setareh Maghsudi, Ekram Hossain
Game Theoretic Mechanisms for Resource Management in Massive Wireless IoT Systems. IEEE Commun. Mag. 55 (2) (2017)
Setareh Maghsudi, Slawomir Stanczak
Hybrid Centralized-Distributed Resource Allocation for Device-to-Device Communication Underlaying Cellular Networks. IEEE Trans. Veh. Technol. 65 (4) (2016)
Setareh Maghsudi, Ekram Hossain
Distributed User Association in Energy Harvesting Small Cell Networks: A Probabilistic Model. CoRR (2016)
Shermila Ranadheera, Setareh Maghsudi, Ekram Hossain
Minority Games With Applications to Distributed Decision Making and Control in Wireless Networks. CoRR (2016)

Setareh Maghsudi.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Setareh Maghsudi