Chaouki Ben Issaid

According to our database, Chaouki Ben Issaid authored at least 40 papers between 2016 and 2025.

Collaborative distances:

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

2025

A Web-Based Solution for Federated Learning With LLM-Based Automation.

Chamith Mawela, Chaouki Ben Issaid, Mehdi Bennis

IEEE Internet Things J., June, 2025

A Decentralized Matching Theory Framework to Match Data and Algorithms Providers.

Chaouki Ben Issaid, Mehdi Bennis

IEEE Netw. Lett., June, 2025

Resilient-Native and Intelligent Next-Generation Wireless Systems: Key Enablers, Foundations, and Applications.

Mehdi Bennis, Sumudu Samarakoon, Tamara Alshammari, Chathuranga Weeraddana, Zhoujun Tian, Chaouki Ben Issaid

CoRR, June, 2025

Sheaf-Based Decentralized Multimodal Learning for Next-Generation Wireless Communication Systems.

Abdulmomen Ghalkha, Zhuojun Tian, Chaouki Ben Issaid, Mehdi Bennis

CoRR, June, 2025

Learning to Collaborate Over Graphs: A Selective Federated Multi-Task Learning Approach.

Ahmed Elbakary, Chaouki Ben Issaid, Mehdi Bennis

CoRR, June, 2025

Distributionally Robust Federated Learning with Client Drift Minimization.

Mounssif Krouka, Chaouki Ben Issaid, Mehdi Bennis

CoRR, May, 2025

Scalable and Resource-Efficient Second-Order Federated Learning via Over-the-Air Aggregation.

Abdulmomen Ghalkha, Chaouki Ben Issaid, Mehdi Bennis

IEEE Wirel. Commun. Lett., March, 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

Tackling Feature and Sample Heterogeneity in Decentralized Multi-Task Learning: A Sheaf-Theoretic Approach.

Chaouki Ben Issaid, Praneeth Vepakomma, Mehdi Bennis

Trans. Mach. Learn. Res., 2025

Quantized FedPD (QFedPD): Beyond Conventional Wisdom - The Energy Benefits of Frequent Communication.

Anis Elgabli, Chaouki Ben Issaid, Mohamed Badi, Mehdi Bennis

IEEE Internet Things J., 2025

2024

MIRA: A Method of Federated MultI-Task Learning for LaRge LAnguage Models.

Ahmed Elbakary, Chaouki Ben Issaid, Tamer A. ElBatt, Karim G. Seddik, Mehdi Bennis

CoRR, 2024

Fed-Sophia: A Communication-Efficient Second-Order Federated Learning Algorithm.

Ahmed Elbakary, Chaouki Ben Issaid, Mohammad Shehab, Karim G. Seddik, Tamer A. ElBatt, Mehdi Bennis

Proceedings of the IEEE International Conference on Communications, 2024

2023

Balancing Energy Efficiency and Distributional Robustness in Over-the-Air Federated Learning.

Mohamed Badi, Chaouki Ben Issaid, Anis Elgabli, Mehdi Bennis

CoRR, 2023

Communication-Efficient Second-Order Newton-Type Approach for Decentralized Learning.

Mounssif Krouka, Anis Elgabli, Chaouki Ben Issaid, Mehdi Bennis

Proceedings of the IEEE Wireless Communications and Networking Conference, 2023

DIN: A Decentralized Inexact Newton Algorithm for Consensus Optimization.

Abdulmomen Ghalkha, Chaouki Ben Issaid, Anis Elgabli, Mehdi Bennis

Proceedings of the IEEE International Conference on Communications, 2023

ADROIT6G DAI-Driven Open and Programmable Architecture for 6G Networks.

Christophoros Christophorou, Iacovos Ioannou, Vasos Vassiliou, Loizos Christofi, John S. Vardakas, Erin E. Seder, Carla-Fabiana Chiasserini, Marius Iordache, Chaouki Ben Issaid, Ioannis Markopoulos, Giulio Franzese, Tanel Järvet, Christos V. Verikoukis

Proceedings of the IEEE Globecom Workshops 2023, 2023

2022

Communication Efficient Decentralized Learning Over Bipartite Graphs.

Chaouki Ben Issaid, Anis Elgabli, Jihong Park, Mehdi Bennis, Mérouane Debbah

IEEE Trans. Wirel. Commun., 2022

DR-DSGD: A Distributionally Robust Decentralized Learning Algorithm over Graphs.

Chaouki Ben Issaid, Anis Elgabli, Mehdi Bennis

Trans. Mach. Learn. Res., 2022

Learning, Computing, and Trustworthiness in Intelligent IoT Environments: Performance-Energy Tradeoffs.

Beatriz Soret, Lam Duc Nguyen, Jan Seeger, Arne Bröring, Chaouki Ben Issaid, Sumudu Samarakoon, Anis El Gabli, Vivek Kulkarni, Mehdi Bennis, Petar Popovski

IEEE Trans. Green Commun. Netw., 2022

Communication-Efficient Federated Learning: A Second Order Newton-Type Method With Analog Over-the-Air Aggregation.

Mounssif Krouka, Anis Elgabli, Chaouki Ben Issaid, Mehdi Bennis

IEEE Trans. Green Commun. Netw., 2022

Communication-Efficient and Federated Multi-Agent Reinforcement Learning.

Mounssif Krouka, Anis Elgabli, Chaouki Ben Issaid, Mehdi Bennis

IEEE Trans. Cogn. Commun. Netw., 2022

Local Stochastic ADMM for Communication-Efficient Distributed Learning.

Chaouki Ben Issaid, Anis Elgabli, Mehdi Bennis

Proceedings of the IEEE Wireless Communications and Networking Conference, 2022

FedNew: A Communication-Efficient and Privacy-Preserving Newton-Type Method for Federated Learning.

Anis Elgabli, Chaouki Ben Issaid, Amrit Singh Bedi, Ketan Rajawat, Mehdi Bennis, Vaneet Aggarwal

Proceedings of the International Conference on Machine Learning, 2022

2021

Efficient Importance Sampling for the Left Tail of Positive Gaussian Quadratic Forms.

Chaouki Ben Issaid, Mohamed-Slim Alouini, Raúl Tempone

IEEE Wirel. Commun. Lett., 2021

Harnessing Wireless Channels for Scalable and Privacy-Preserving Federated Learning.

Anis Elgabli, Jihong Park, Chaouki Ben Issaid, Mehdi Bennis

IEEE Trans. Commun., 2021

Q-GADMM: Quantized Group ADMM for Communication Efficient Decentralized Machine Learning.

Anis Elgabli, Jihong Park, Amrit Singh Bedi, Chaouki Ben Issaid, Mehdi Bennis, Vaneet Aggarwal

IEEE Trans. Commun., 2021

Energy-Efficient Model Compression and Splitting for Collaborative Inference Over Time-Varying Channels.

Mounssif Krouka, Anis Elgabli, Chaouki Ben Issaid, Mehdi Bennis

Proceedings of the 32nd IEEE Annual International Symposium on Personal, 2021

Communication-Efficient Split Learning Based on Analog Communication and Over the Air Aggregation.

Mounssif Krouka, Anis Elgabli, Chaouki Ben Issaid, Mehdi Bennis

Proceedings of the IEEE Global Communications Conference, 2021

Federated Distributionally Robust Optimization for Phase Configuration of RISs.

Chaouki Ben Issaid, Sumudu Samarakoon, Mehdi Bennis, H. Vincent Poor

Proceedings of the IEEE Global Communications Conference, 2021

Energy-Efficient and Federated Meta-Learning via Projected Stochastic Gradient Ascent.

Anis Elgabli, Chaouki Ben Issaid, Amrit S. Bedi, Mehdi Bennis, Vaneet Aggarwal

Proceedings of the IEEE Global Communications Conference, 2021

2020

A CNN-Based Structured Light Communication Scheme for Internet of Underwater Things Applications.

Abderrahmen Trichili, Chaouki Ben Issaid, Boon S. Ooi, Mohamed-Slim Alouini

IEEE Internet Things J., 2020

Communication Efficient Distributed Learning with Censored, Quantized, and Generalized Group ADMM.

Chaouki Ben Issaid, Anis Elgabli, Jihong Park, Mehdi Bennis

CoRR, 2020

User Clustering for MIMO NOMA via Classifier Chains and Gradient-Boosting Decision Trees.

Chaouki Ben Issaid, Carles Antón-Haro, Xavier Mestre, Mohamed-Slim Alouini

IEEE Access, 2020

2019

Level Crossing Rate and Average Outage Duration of Free Space Optical Links.

Chaouki Ben Issaid, Mohamed-Slim Alouini

IEEE Trans. Commun., 2019

2018

On the Fast and Precise Evaluation of the Outage Probability of Diversity Receivers Over -αμ, κ-μ, and η-μ Fading Channels.

Chaouki Ben Issaid, Mohamed-Slim Alouini, Raúl Tempone

IEEE Trans. Wirel. Commun., 2018

Efficient outage probability evaluation of diversity receivers over α-μ fading channels.

Chaouki Ben Issaid, Mohamed-Slim Alouini, Raúl Tempone

Proceedings of the 2018 IEEE Wireless Communications and Networking Conference, 2018

2017

A Generic Simulation Approach for the Fast and Accurate Estimation of the Outage Probability of Single Hop and Multihop FSO Links Subject to Generalized Pointing Errors.

Chaouki Ben Issaid, Ki-Hong Park, Mohamed-Slim Alouini

IEEE Trans. Wirel. Commun., 2017

On the Efficient Simulation of the Distribution of the Sum of Gamma-Gamma Variates With Application to the Outage Probability Evaluation Over Fading Channels.

Chaouki Ben Issaid, Nadhir Ben Rached, Abla Kammoun, Mohamed-Slim Alouini, Raúl Tempone

IEEE Trans. Commun., 2017

2016

Fast Outage Probability Simulation for FSO Links with a Generalized Pointing Error Model.

Chaouki Ben Issaid, Ki-Hong Park, Mohamed-Slim Alouini, Raúl Tempone

Proceedings of the 2016 IEEE Global Communications Conference, 2016

On the sum of Gamma-Gamma variates with application to the fast outage probability evaluation over fading channels.

Chaouki Ben Issaid, Nadhir Ben Rached, Abla Kammoun, Mohamed-Slim Alouini, Raúl Tempone

Proceedings of the 2016 IEEE Global Conference on Signal and Information Processing, 2016