Amal Feriani

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 23

Top Topics

Reinforcement Learning

Wireless Communication

Channel Estimation

Top Venues

IEEE Commun. Surv. Tutorials

IEEE J. Sel. Areas Commun.

Publications

Firas Fredj, Amal Feriani, Amine Mezghani, Ekram Hossain
Channel Estimation in RIS-Enabled mmWave Wireless Systems: A Variational Inference Approach. IEEE Trans. Wirel. Commun. 23 (8) (2024)
Saria Al Laham, Bobak H. Baghi, Pierre-Yves Lajoie, Amal Feriani, Sachini Herath, Steve Liu, Gregory Dudek
Device-Free Human State Estimation using UWB Multi-Static Radios. CoRR (2024)
Dun Yuan, Yujin Nam, Amal Feriani, Abhisek Konar, Di Wu, Seowoo Jang, Xue Liu, Gregory Dudek
Mixed-Variable PSO with Fairness on Multi-Objective Field Data Replication in Wireless Networks. CoRR (2023)
Amal Feriani, Di Wu, Steve Liu, Gregory Dudek
CeBed: A Benchmark for Deep Data-Driven OFDM Channel Estimation. CoRR (2023)
Dmitriy Rivkin, Francois RobertHogan, Amal Feriani, Abhisek Konar, Adam Sigal, Steve Liu, Gregory Dudek
SAGE: Smart home Agent with Grounded Execution. CoRR (2023)
Firas Fredj, Amal Feriani, Amine Mezghani, Ekram Hossain
Channel Estimation in RIS-Enabled mmWave Wireless Systems: A Variational Inference Approach. CoRR (2023)
Dun Yuan, Yujin Nam, Amal Feriani, Abhisek Konar, Di Wu, Seowoo Jang, Xue Liu, Gregory Dudek
Mixed-Variable PSO with Fairness on Multi-Objective Field Data Replication in Wireless Networks. ICC (2023)
Mohamed Akrout, Amal Feriani, Faouzi Bellili, Amine Mezghani, Ekram Hossain
Domain Generalization in Machine Learning Models for Wireless Communications: Concepts, State-of-the-Art, and Open Issues. IEEE Commun. Surv. Tutorials 25 (4) (2023)
Mohamed Akrout, Amal Feriani, Faouzi Bellili, Amine Mezghani, Ekram Hossain
Continual Learning-Based MIMO Channel Estimation: A Benchmarking Study. ICC (2023)
Mohamed Akrout, Amal Feriani, Faouzi Bellili, Amine Mezghani, Ekram Hossain
Domain Generalization in Machine Learning Models for Wireless Communications: Concepts, State-of-the-Art, and Open Issues. CoRR (2023)
Firas Fredj, Amal Feriani, Amine Mezghani, Ekram Hossain
Variational Inference-Based Channel Estimation for Reconfigurable Intelligent Surface-Aided Wireless Systems. ICC (2023)
Mohamed Akrout, Hayet Amdouni, Amal Feriani, Monia Kourda, Latif Abid
A 35-Year Longitudinal Analysis of Dermatology Patient Behavior across Economic & Cultural Manifestations in Tunisia, and the Impact of Digital Tools. CoRR (2022)
Mohamed Akrout, Hayet Amdouni, Amal Feriani, Monia Kourda, Latif Abid
A 35-Year Longitudinal Analysis of Dermatology Patient Behavior Across Economic and Cultural Manifestations in Tunisia, and the Impact of Digital Tools. EPIMI/ML-CDS@MICCAI (2022)
Mohamed Akrout, Amal Feriani, Bob McLeod
Dynamic Noises of Multi-Agent Environments Can Improve Generalization: Agent-based Models meets Reinforcement Learning. CoRR (2022)
Mohamed Akrout, Amal Feriani, Faouzi Bellili, Amine Mezghani, Ekram Hossain
Continual Learning-Based MIMO Channel Estimation: A Benchmarking Study. CoRR (2022)
Amal Feriani, Di Wu, Yi Tian Xu, Jimmy Li, Seowoo Jang, Ekram Hossain, Xue Liu, Gregory Dudek
Multiobjective Load Balancing for Multiband Downlink Cellular Networks: A Meta- Reinforcement Learning Approach. IEEE J. Sel. Areas Commun. 40 (9) (2022)
Amal Feriani, Ekram Hossain
Single and Multi-Agent Deep Reinforcement Learning for AI-Enabled Wireless Networks: A Tutorial. IEEE Commun. Surv. Tutorials 23 (2) (2021)
Yuanchao Xu, Amal Feriani, Ekram Hossain
Decentralized Multi-Agent Reinforcement Learning for Task Offloading Under Uncertainty. CoRR (2021)
Amal Feriani, Amine Mezghani, Ekram Hossain
On the Robustness of Deep Reinforcement Learning in IRS-Aided Wireless Communications Systems. CoRR (2021)
Amal Feriani, Ekram Hossain
Single and Multi-Agent Deep Reinforcement Learning for AI-Enabled Wireless Networks: A Tutorial. CoRR (2020)
Amal Feriani, Ahmed Refaey, Ekram Hossain
Tracking Pandemics: A MEC-Enabled IoT Ecosystem with Learning Capability. IEEE Internet Things Mag. 3 (3) (2020)
Ismail Akrout, Amal Feriani, Mohamed Akrout
Hacking Google reCAPTCHA v3 using Reinforcement Learning. CoRR (2019)
Guillaume Michel, Mohammed Amine Alaoui, Alice Lebois, Amal Feriani, Mehdi Felhi
DVOLVER: Efficient Pareto-Optimal Neural Network Architecture Search. CoRR (2019)