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Chaouki Ben Issaid
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2020 – today
- 2024
- [c13]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. ICC 2024: 950-955 - [i15]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 abs/2403.05277 (2024) - [i14]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 abs/2406.06655 (2024) - [i13]Chamith Mawela, Chaouki Ben Issaid, Mehdi Bennis:
A Web-Based Solution for Federated Learning with LLM-Based Automation. CoRR abs/2408.13010 (2024) - [i12]Abdulmomen Ghalkha, Chaouki Ben Issaid, Mehdi Bennis:
Scalable and Resource-Efficient Second-Order Federated Learning via Over-the-Air Aggregation. CoRR abs/2410.07662 (2024) - [i11]Ahmed Elbakary, Chaouki Ben Issaid, Tamer A. ElBatt, Karim G. Seddik, Mehdi Bennis:
MIRA: A Method of Federated MultI-Task Learning for LaRge LAnguage Models. CoRR abs/2410.15524 (2024) - 2023
- [c12]Christophoros Christophorou, Iacovos Ioannou, Vasos Vassiliou, Loizos Christofi, John S. Vardakas, Erin E. Seder
ADROIT6G DAI-Driven Open and Programmable Architecture for 6G Networks. GLOBECOM (Workshops) 2023: 744-750 - [c11]Abdulmomen Ghalkha, Chaouki Ben Issaid, Anis Elgabli, Mehdi Bennis:
DIN: A Decentralized Inexact Newton Algorithm for Consensus Optimization. ICC 2023: 4391-4396 - [c10]Mounssif Krouka
Communication-Efficient Second-Order Newton-Type Approach for Decentralized Learning. WCNC 2023: 1-7 - [i10]Mohamed Badi, Chaouki Ben Issaid, Anis Elgabli, Mehdi Bennis:
Balancing Energy Efficiency and Distributional Robustness in Over-the-Air Federated Learning. CoRR abs/2312.14638 (2023) - 2022
- [j14]Mounssif Krouka
Communication-Efficient and Federated Multi-Agent Reinforcement Learning. IEEE Trans. Cogn. Commun. Netw. 8(1): 311-320 (2022) - [j13]Beatriz Soret
Learning, Computing, and Trustworthiness in Intelligent IoT Environments: Performance-Energy Tradeoffs. IEEE Trans. Green Commun. Netw. 6(1): 629-644 (2022) - [j12]Mounssif Krouka
Communication-Efficient Federated Learning: A Second Order Newton-Type Method With Analog Over-the-Air Aggregation. IEEE Trans. Green Commun. Netw. 6(3): 1862-1874 (2022) - [j11]Chaouki Ben Issaid, Anis Elgabli, Mehdi Bennis:
DR-DSGD: A Distributionally Robust Decentralized Learning Algorithm over Graphs. Trans. Mach. Learn. Res. 2022 (2022) - [j10]Chaouki Ben Issaid
Communication Efficient Decentralized Learning Over Bipartite Graphs. IEEE Trans. Wirel. Commun. 21(6): 4150-4167 (2022) - [c9]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: 5861-5877 - [c8]Chaouki Ben Issaid, Anis Elgabli, Mehdi Bennis:
Local Stochastic ADMM for Communication-Efficient Distributed Learning. WCNC 2022: 1880-1885 - [i9]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 abs/2206.08829 (2022) - [i8]Chaouki Ben Issaid, Anis Elgabli, Mehdi Bennis:
DR-DSGD: A Distributionally Robust Decentralized Learning Algorithm over Graphs. CoRR abs/2208.13810 (2022) - 2021
- [j9]Anis Elgabli
Q-GADMM: Quantized Group ADMM for Communication Efficient Decentralized Machine Learning. IEEE Trans. Commun. 69(1): 164-181 (2021) - [j8]Anis Elgabli
Harnessing Wireless Channels for Scalable and Privacy-Preserving Federated Learning. IEEE Trans. Commun. 69(8): 5194-5208 (2021) - [j7]Chaouki Ben Issaid
Efficient Importance Sampling for the Left Tail of Positive Gaussian Quadratic Forms. IEEE Wirel. Commun. Lett. 10(3): 527-531 (2021) - [c7]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: 1-6 - [c6]Chaouki Ben Issaid, Sumudu Samarakoon, Mehdi Bennis, H. Vincent Poor:
Federated Distributionally Robust Optimization for Phase Configuration of RISs. GLOBECOM 2021: 1-6 - [c5]Mounssif Krouka
Communication-Efficient Split Learning Based on Analog Communication and Over the Air Aggregation. GLOBECOM 2021: 1-6 - [c4]Mounssif Krouka
Energy-Efficient Model Compression and Splitting for Collaborative Inference Over Time-Varying Channels. PIMRC 2021: 1173-1178 - [i7]Anis Elgabli, Chaouki Ben Issaid, Amrit S. Bedi, Mehdi Bennis, Vaneet Aggarwal:
Energy-Efficient and Federated Meta-Learning via Projected Stochastic Gradient Ascent. CoRR abs/2105.14772 (2021) - [i6]Mounssif Krouka, Anis Elgabli, Chaouki Ben Issaid, Mehdi Bennis:
Energy-Efficient Model Compression and Splitting for Collaborative Inference Over Time-Varying Channels. CoRR abs/2106.00995 (2021) - [i5]Mounssif Krouka, Anis Elgabli, Chaouki Ben Issaid, Mehdi Bennis:
Communication-Efficient Split Learning Based on Analog Communication and Over the Air Aggregation. CoRR abs/2106.00999 (2021) - [i4]Chaouki Ben Issaid, Sumudu Samarakoon, Mehdi Bennis, H. Vincent Poor:
Federated Distributionally Robust Optimization for Phase Configuration of RISs. CoRR abs/2108.09026 (2021) - [i3]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 abs/2110.01686 (2021) - 2020
- [j6]Chaouki Ben Issaid
User Clustering for MIMO NOMA via Classifier Chains and Gradient-Boosting Decision Trees. IEEE Access 8: 211411-211421 (2020) - [j5]Abderrahmen Trichili
A CNN-Based Structured Light Communication Scheme for Internet of Underwater Things Applications. IEEE Internet Things J. 7(10): 10038-10047 (2020) - [i2]Anis Elgabli, Jihong Park, Chaouki Ben Issaid, Mehdi Bennis:
Harnessing Wireless Channels for Scalable and Privacy-Preserving Federated Learning. CoRR abs/2007.01790 (2020) - [i1]Chaouki Ben Issaid, Anis Elgabli, Jihong Park, Mehdi Bennis:
Communication Efficient Distributed Learning with Censored, Quantized, and Generalized Group ADMM. CoRR abs/2009.06459 (2020)
2010 – 2019
- 2019
- [j4]Chaouki Ben Issaid
Level Crossing Rate and Average Outage Duration of Free Space Optical Links. IEEE Trans. Commun. 67(9): 6234-6242 (2019) - 2018
- [j3]Chaouki Ben Issaid
On the Fast and Precise Evaluation of the Outage Probability of Diversity Receivers Over -αμ, κ-μ, and η-μ Fading Channels. IEEE Trans. Wirel. Commun. 17(2): 1255-1268 (2018) - [c3]Chaouki Ben Issaid
Efficient outage probability evaluation of diversity receivers over α-μ fading channels. WCNC 2018: 1-6 - 2017
- [j2]Chaouki Ben Issaid
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): 1839-1848 (2017) - [j1]Chaouki Ben Issaid
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): 6822-6837 (2017) - 2016
- [c2]Chaouki Ben Issaid
On the sum of Gamma-Gamma variates with application to the fast outage probability evaluation over fading channels. GlobalSIP 2016: 25-29 - [c1]Chaouki Ben Issaid
Fast Outage Probability Simulation for FSO Links with a Generalized Pointing Error Model. GLOBECOM 2016: 1-7
Coauthor Index
aka: Anis El Gabli
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