Chaouki Ben Issaid

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 38

Top Topics

Fading Channels

Distributed Learning

Gradient Ascent

Outage Probability

Top Venues

IEEE Trans. Commun.

Publications

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
ADROIT6G DAI-driven Open and Programmable Architecture for 6G Networks. CoRR (2024)
Ahmed Elbakary, Chaouki Ben Issaid, Mohammad Shehab, Karim G. Seddik, Tamer A. ElBatt, Mehdi Bennis
Fed-Sophia: A Communication-Efficient Second-Order Federated Learning Algorithm. CoRR (2024)
Mounssif Krouka, Anis Elgabli, Chaouki Ben Issaid, Mehdi Bennis
Communication-Efficient Second-Order Newton-Type Approach for Decentralized Learning. WCNC (2023)
Mohamed Badi, Chaouki Ben Issaid, Anis Elgabli, Mehdi Bennis
Balancing Energy Efficiency and Distributional Robustness in Over-the-Air Federated Learning. CoRR (2023)
Abdulmomen Ghalkha, Chaouki Ben Issaid, Anis Elgabli, Mehdi Bennis
DIN: A Decentralized Inexact Newton Algorithm for Consensus Optimization. ICC (2023)
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
ADROIT6G DAI-Driven Open and Programmable Architecture for 6G Networks. GLOBECOM (Workshops) (2023)
Chaouki Ben Issaid, Anis Elgabli, Mehdi Bennis
Local Stochastic ADMM for Communication-Efficient Distributed Learning. WCNC (2022)
Anis Elgabli, Chaouki Ben Issaid, Amrit Singh Bedi, Ketan Rajawat, Mehdi Bennis, Vaneet Aggarwal
FedNew: A Communication-Efficient and Privacy-Preserving Newton-Type Method for Federated Learning. ICML (2022)
Chaouki Ben Issaid, Anis Elgabli, Mehdi Bennis
DR-DSGD: A Distributionally Robust Decentralized Learning Algorithm over Graphs. Trans. Mach. Learn. Res. 2022 (2022)
Mounssif Krouka, Anis Elgabli, Chaouki Ben Issaid, Mehdi Bennis
Communication-Efficient and Federated Multi-Agent Reinforcement Learning. IEEE Trans. Cogn. Commun. Netw. 8 (1) (2022)
Anis Elgabli, Chaouki Ben Issaid, Amrit S. Bedi, Ketan Rajawat, Mehdi Bennis, Vaneet Aggarwal
FedNew: A Communication-Efficient and Privacy-Preserving Newton-Type Method for Federated Learning. CoRR (2022)
Chaouki Ben Issaid, Anis Elgabli, Mehdi Bennis
DR-DSGD: A Distributionally Robust Decentralized Learning Algorithm over Graphs. CoRR (2022)
Mounssif Krouka, Anis Elgabli, Chaouki Ben Issaid, Mehdi Bennis
Communication-Efficient Federated Learning: A Second Order Newton-Type Method With Analog Over-the-Air Aggregation. IEEE Trans. Green Commun. Netw. 6 (3) (2022)
Beatriz Soret, Lam Duc Nguyen, Jan Seeger, Arne Bröring, Chaouki Ben Issaid, Sumudu Samarakoon, Anis El Gabli, Vivek Kulkarni, Mehdi Bennis, Petar Popovski
Learning, Computing, and Trustworthiness in Intelligent IoT Environments: Performance-Energy Tradeoffs. IEEE Trans. Green Commun. Netw. 6 (1) (2022)
Chaouki Ben Issaid, Anis Elgabli, Jihong Park, Mehdi Bennis, Mérouane Debbah
Communication Efficient Decentralized Learning Over Bipartite Graphs. IEEE Trans. Wirel. Commun. 21 (6) (2022)
Mounssif Krouka, Anis Elgabli, Chaouki Ben Issaid, Mehdi Bennis
Communication-Efficient Split Learning Based on Analog Communication and Over the Air Aggregation. GLOBECOM (2021)
Mounssif Krouka, Anis Elgabli, Chaouki Ben Issaid, Mehdi Bennis
Energy-Efficient Model Compression and Splitting for Collaborative Inference Over Time-Varying Channels. PIMRC (2021)
Chaouki Ben Issaid, Mohamed-Slim Alouini, Raúl Tempone
Efficient Importance Sampling for the Left Tail of Positive Gaussian Quadratic Forms. IEEE Wirel. Commun. Lett. 10 (3) (2021)
Anis Elgabli, Jihong Park, Chaouki Ben Issaid, Mehdi Bennis
Harnessing Wireless Channels for Scalable and Privacy-Preserving Federated Learning. IEEE Trans. Commun. 69 (8) (2021)
Beatriz Soret, Lam Duc Nguyen, Jan Seeger, Arne Bröring, Chaouki Ben Issaid, Sumudu Samarakoon, Anis El Gabli, Vivek Kulkarni, Mehdi Bennis, Petar Popovski
Learning, Computing, and Trustworthiness in Intelligent IoT Environments: Performance-Energy Tradeoffs. CoRR (2021)
Chaouki Ben Issaid, Sumudu Samarakoon, Mehdi Bennis, H. Vincent Poor
Federated Distributionally Robust Optimization for Phase Configuration of RISs. CoRR (2021)
Anis Elgabli, Jihong Park, Amrit Singh Bedi, Chaouki Ben Issaid, Mehdi Bennis, Vaneet Aggarwal
Q-GADMM: Quantized Group ADMM for Communication Efficient Decentralized Machine Learning. IEEE Trans. Commun. 69 (1) (2021)
Anis Elgabli, Chaouki Ben Issaid, Amrit S. Bedi, Mehdi Bennis, Vaneet Aggarwal
Energy-Efficient and Federated Meta-Learning via Projected Stochastic Gradient Ascent. CoRR (2021)
Anis Elgabli, Chaouki Ben Issaid, Amrit S. Bedi, Mehdi Bennis, Vaneet Aggarwal
Energy-Efficient and Federated Meta-Learning via Projected Stochastic Gradient Ascent. GLOBECOM (2021)
Chaouki Ben Issaid, Sumudu Samarakoon, Mehdi Bennis, H. Vincent Poor
Federated Distributionally Robust Optimization for Phase Configuration of RISs. GLOBECOM (2021)
Mounssif Krouka, Anis Elgabli, Chaouki Ben Issaid, Mehdi Bennis
Communication-Efficient Split Learning Based on Analog Communication and Over the Air Aggregation. CoRR (2021)
Mounssif Krouka, Anis Elgabli, Chaouki Ben Issaid, Mehdi Bennis
Energy-Efficient Model Compression and Splitting for Collaborative Inference Over Time-Varying Channels. CoRR (2021)
Chaouki Ben Issaid, Carles Antón-Haro, Xavier Mestre, Mohamed-Slim Alouini
User Clustering for MIMO NOMA via Classifier Chains and Gradient-Boosting Decision Trees. IEEE Access 8 (2020)
Anis Elgabli, Jihong Park, Chaouki Ben Issaid, Mehdi Bennis
Harnessing Wireless Channels for Scalable and Privacy-Preserving Federated Learning. CoRR (2020)
Abderrahmen Trichili, Chaouki Ben Issaid, Boon S. Ooi, Mohamed-Slim Alouini
A CNN-Based Structured Light Communication Scheme for Internet of Underwater Things Applications. IEEE Internet Things J. 7 (10) (2020)
Chaouki Ben Issaid, Anis Elgabli, Jihong Park, Mehdi Bennis
Communication Efficient Distributed Learning with Censored, Quantized, and Generalized Group ADMM. CoRR (2020)
Chaouki Ben Issaid, Mohamed-Slim Alouini
Level Crossing Rate and Average Outage Duration of Free Space Optical Links. IEEE Trans. Commun. 67 (9) (2019)
Chaouki Ben Issaid, Mohamed-Slim Alouini, Raúl Tempone
Efficient outage probability evaluation of diversity receivers over α-μ fading channels. WCNC (2018)
Chaouki Ben Issaid, Mohamed-Slim Alouini, Raúl Tempone
On the Fast and Precise Evaluation of the Outage Probability of Diversity Receivers Over $\alpha -\mu $ , $\kappa -\mu $ , and $\eta -\mu $ Fading Channels. IEEE Trans. Wirel. Commun. 17 (2) (2018)
Chaouki Ben Issaid, Nadhir Ben Rached, Abla Kammoun, Mohamed-Slim Alouini, Raúl Tempone
On the Efficient Simulation of the Distribution of the Sum of Gamma-Gamma Variates With Application to the Outage Probability Evaluation Over Fading Channels. IEEE Trans. Commun. 65 (4) (2017)
Chaouki Ben Issaid, Ki-Hong Park, Mohamed-Slim Alouini
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. IEEE Trans. Wirel. Commun. 16 (10) (2017)
Chaouki Ben Issaid, Ki-Hong Park, Mohamed-Slim Alouini, Raúl Tempone
Fast Outage Probability Simulation for FSO Links with a Generalized Pointing Error Model. GLOBECOM (2016)
Chaouki Ben Issaid, Nadhir Ben Rached, Abla Kammoun, Mohamed-Slim Alouini, Raúl Tempone
On the sum of Gamma-Gamma variates with application to the fast outage probability evaluation over fading channels. GlobalSIP (2016)