Elissa Mhanna

According to our database, Elissa Mhanna authored at least 9 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Large-Scale AI in Telecom: Charting the Roadmap for Innovation, Scalability, and Enhanced Digital Experiences.

Adnan Shahid, Adrian Kliks, Ahmed Al-Tahmeesschi, Ahmed Elbakary, Alexandros Nikou, Ali Maatouk, Ali Mokh, Amirreza Kazemi, Antonio De Domenico, Athanasios Karapantelakis, Bo Cheng, Bo Yang, Bohao Wang, Carlo Fischione, Chao Zhang, Chaouki Ben Issaid, Chau Yuen, Chenghui Peng, Chongwen Huang, Christina Chaccour, Christo Kurisummoottil Thomas, Dheeraj Sharma, Dimitris Kalogiros, Dusit Niyato, Eli De Poorter, Elissa Mhanna, Emilio Calvanese Strinati, Faouzi Bader, Fathi Abdeldayem, Fei Wang, Fenghao Zhu, Gianluca Fontanesi, Giovanni Geraci, Haibo Zhou, Hakimeh Purmehdi, Hamed Ahmadi, Hang Zou, Hongyang Du, Hoon Lee, Howard H. Yang, Iacopo Poli, Igor Carron, Ilias Chatzistefanidis, Inkyu Lee, Ioannis Pitsiorlas, Jaron Fontaine, Jiajun Wu, Jie Zeng, Jinan Li, Jinane Karam, Johny Gemayel, Juan Deng, Julien Frison, Kaibin Huang, Kehai Qiu, Keith Ball, Kezhi Wang, Kun Guo, Leandros Tassiulas, Lecorve Gwenole, Liexiang Yue, Lina Bariah, Louis Powell, Marcin Dryjanski, Maria Amparo Canaveras Galdon, Marios Kountouris, Maryam Hafeez, Maxime Elkael, Mehdi Bennis, Mehdi Boudjelli, Meiling Dai, Mérouane Debbah, Michele Polese, Mohamad Assaad, Mohamed Benzaghta, Mohammad Al Refai, Moussab Djerrab, Mubeen Syed, Muhammad Amir, Na Yan, Najla Alkaabi, Nan Li, Nassim Sehad, Navid Nikaein, Omar Hashash, Pawel Sroka, Qianqian Yang, Qiyang Zhao, Rasoul Nikbakht Silab, Rex Ying, Roberto Morabito, Rongpeng Li, Ryad Madi, Salah Eddine El Ayoubi, Salvatore D'Oro, Samson Lasaulce, Serveh Shalmashi, Sige Liu, Sihem Cherrared, Swarna Bindu Chetty

CoRR, March, 2025

Communication and Energy Efficient Federated Learning Using Zero-Order Optimization Technique.

Elissa Mhanna, Mohamad Assaad

IEEE Trans. Signal Process., 2025

2024

Beyond Gradients: Zero-Order Approaches to Optimization and Learning in Multi-Agent Environments. (Au-delà des gradients : approches sans gradient pour l'optimisation et l'apprentissage dans des environnements multi-agents).

Elissa Mhanna

PhD thesis, 2024

Zero-Order One-Point Gradient Estimate in Consensus-Based Distributed Stochastic Optimization.

Elissa Mhanna, Mohamad Assaad

Trans. Mach. Learn. Res., 2024

Rendering Wireless Environments Useful for Gradient Estimators: A Zero-Order Stochastic Federated Learning Method.

Elissa Mhanna, Mohamad Assaad

Proceedings of the 60th Annual Allerton Conference on Communication, 2024

2023

Single Point-Based Distributed Zeroth-Order Optimization with a Non-Convex Stochastic Objective Function.

Elissa Mhanna, Mohamad Assaad

Proceedings of the International Conference on Machine Learning, 2023

2022

Zero-Order One-Point Estimate with Distributed Stochastic Gradient-Tracking Technique.

Elissa Mhanna, Mohamad Assaad

CoRR, 2022

2021

Distributed Stochastic Phase-Shift Optimization in a RIS-Assisted Cellular Network.

Elissa Mhanna, Mohamad Assaad, Mérouane Debbah, Apostolos Destounis, Mohamed Kamoun

Proceedings of the IEEE Wireless Communications and Networking Conference, 2021

Initial Access Optimization for Millimeter Wave Wireless Networks.

Minh Hoang Ly, Youssef Hussein, Elissa Mhanna, Mohamad Assaad

Proceedings of the IEEE Wireless Communications and Networking Conference, 2021