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Amal Feriani
Amal Feriani
University of Manitoba, Samsung Research America
Verified email at myumanitoba.ca - Homepage
Title
Cited by
Cited by
Year
Single and multi-agent deep reinforcement learning for AI-enabled wireless networks: A tutorial
A Feriani, E Hossain
IEEE Communications Surveys & Tutorials 23 (2), 1226-1252, 2021
2272021
Hacking google recaptcha v3 using reinforcement learning
I Akrout, A Feriani, M Akrout
arXiv preprint arXiv:1903.01003, 2019
372019
Multiobjective load balancing for multiband downlink cellular networks: A meta-reinforcement learning approach
A Feriani, D Wu, YT Xu, J Li, S Jang, E Hossain, X Liu, G Dudek
IEEE Journal on Selected Areas in Communications 40 (9), 2614-2629, 2022
192022
Tracking pandemics: A MEC-enabled IoT ecosystem with learning capability
A Feriani, A Refaey, E Hossain
IEEE Internet of Things Magazine 3 (3), 40-45, 2020
182020
Dvolver: Efficient pareto-optimal neural network architecture search
G Michel, MA Alaoui, A Lebois, A Feriani, M Felhi
arXiv preprint arXiv:1902.01654, 2019
162019
On the robustness of deep reinforcement learning in IRS-aided wireless communications systems
A Feriani, A Mezghani, E Hossain
arXiv preprint arXiv:2107.08293, 2021
112021
Domain Generalization in Machine Learning Models for Wireless Communications: Concepts, State-of-the-Art, and Open Issues
M Akrout, A Feriani, F Bellili, A Mezghani, E Hossain
IEEE Communications Surveys & Tutorials, 2023
72023
Continual learning-based MIMO channel estimation: A benchmarking study
M Akrout, A Feriani, F Bellili, A Mezghani, E Hossain
ICC 2023-IEEE International Conference on Communications, 2631-2636, 2023
22023
Variational Inference-Based Channel Estimation for Reconfigurable Intelligent Surface-Aided Wireless Systems
F Fredj, A Feriani, A Mezghani, E Hossain
ICC 2023-IEEE International Conference on Communications, 3456-3461, 2023
12023
Mixed-variable PSO with fairness on multi-objective field data replication in wireless networks
D Yuan, Y Nam, A Feriani, A Konar, D Wu, S Jang, X Liu, G Dudek
ICC 2023-IEEE International Conference on Communications, 3720-3725, 2023
12023
Intelligent Reflecting Surfaces (IRS)‐Aided Cellular Networks and Deep Learning‐Based Design
T Shafique, A Feriani, H Tabassum, E Hossain
Intelligent Reconfigurable Surfaces (IRS) for Prospective 6G Wireless …, 2022
12022
Meta multi-objective reinforcement learning for communication load balancing
A Feriani
12022
Channel Estimation in RIS-Enabled mmWave Wireless Systems: A Variational Inference Approach
F Fredj, A Feriani, A Mezghani, E Hossain
IEEE Transactions on Wireless Communications, 2024
2024
Device-Free Human State Estimation using UWB Multi-Static Radios
SA Laham, BH Baghi, PY Lajoie, A Feriani, S Herath, S Liu, G Dudek
arXiv preprint arXiv:2401.05410, 2023
2023
SAGE: Smart home Agent with Grounded Execution
D Rivkin, F Hogan, A Feriani, A Konar, A Sigal, S Liu, G Dudek
arXiv preprint arXiv:2311.00772, 2023
2023
CeBed: A Benchmark for Deep Data-Driven OFDM Channel Estimation
A Feriani, D Wu, S Liu, G Dudek
arXiv preprint arXiv:2306.13761, 2023
2023
Method of load forecasting via knowledge distillation, and an apparatus for the same
HU Chengming, X Chen, A Feriani, J Wang, J Kang, X Liu, GL Dudek, ...
US Patent App. 17/902,626, 2023
2023
Communication load balancing via meta multi-objective reinforcement learning
D Wu, A Feriani, YT Xu, J Seowoo, M Jenkin, X Liu, GL Dudek, J Li
US Patent App. 17/903,646, 2023
2023
A 35-Year Longitudinal Analysis of Dermatology Patient Behavior Across Economic and Cultural Manifestations in Tunisia, and the Impact of Digital Tools
M Akrout, H Amdouni, A Feriani, M Kourda, L Abid
Workshop on the Ethical and Philosophical Issues in Medical Imaging, 38-50, 2022
2022
Dynamic Noises of Multi-Agent Environments Can Improve Generalization: Agent-based Models meets Reinforcement Learning
M Akrout, A Feriani, B McLeod
arXiv preprint arXiv:2204.14076, 2022
2022
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