Anis Elgabli

Trans. Mach. Learn. Res., 2022

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

[BibT_eX]

[DOI]

IEEE Trans. Green Commun. Netw., 2022

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

[BibT_eX]

[DOI]

IEEE Trans. Green Commun. Netw., 2022

Communication-Efficient and Federated Multi-Agent Reinforcement Learning.

[BibT_eX]

[DOI]

IEEE Trans. Cogn. Commun. Netw., 2022

Local Stochastic ADMM for Communication-Efficient Distributed Learning.

[BibT_eX]

[DOI]

Chaouki Ben Issaid

Proceedings of the IEEE Wireless Communications and Networking Conference, 2022

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

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2022

2021

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

[BibT_eX]

[DOI]

IEEE Trans. Commun., 2021

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

[BibT_eX]

[DOI]

IEEE Trans. Commun., 2021

Communication-Efficient and Distributed Learning Over Wireless Networks: Principles and Applications.

[BibT_eX]

[DOI]

Proc. IEEE, 2021

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

[BibT_eX]

[DOI]

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

BayGo: Joint Bayesian Learning and Information-Aware Graph Optimization.

[BibT_eX]

[DOI]

Proceedings of the ICC 2021, 2021

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

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2021

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

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2021

MetaBayes: A Meta-Learning Framework from a Bayesian Perspective.

[BibT_eX]

[DOI]

Tamara Alshammari

Proceedings of the 55th Asilomar Conference on Signals, Systems, and Computers, 2021

2020

Optimized Preference-Aware Multi-Path Video Streaming with Scalable Video Coding.

[BibT_eX]

[DOI]

Ke Liu

IEEE Trans. Mob. Comput., 2020

FastScan: Robust Low-Complexity Rate Adaptation Algorithm for Video Streaming Over HTTP.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2020

GADMM: Fast and Communication Efficient Framework for Distributed Machine Learning.

[BibT_eX]

[DOI]

J. Mach. Learn. Res., 2020

Cross Layer Optimization and Distributed Reinforcement Learning Approach for Tile-Based 360 Degree Wireless Video Streaming.

[BibT_eX]

[DOI]

Mounssif Krouka

Mohammed Saad ElBamby

Cristina Perfecto

CoRR, 2020

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

[BibT_eX]

[DOI]

CoRR, 2020

Extreme URLLC: Vision, Challenges, and Key Enablers.

[BibT_eX]

[DOI]

Jihong Park

Sumudu Samarakoon

Hamid Shiri

Mohamed K. Abdel-Aziz

Takayuki Nishio

CoRR, 2020

Maximum Allowable Transfer Interval Aware Scheduling for Wireless Remote Monitoring.

[BibT_eX]

[DOI]

Mounssif Krouka

Proceedings of the 2020 IEEE Wireless Communications and Networking Conference, 2020

L-FGADMM: Layer-Wise Federated Group ADMM for Communication Efficient Decentralized Deep Learning.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE Wireless Communications and Networking Conference, 2020

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

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Communication Efficient Framework for Decentralized Machine Learning.

[BibT_eX]

[DOI]

Proceedings of the 54th Annual Conference on Information Sciences and Systems, 2020

2019

A Low-Complexity Detection Algorithm for Uplink Massive MIMO Systems Based on Alternating Minimization.

[BibT_eX]

[DOI]

IEEE Wirel. Commun. Lett., 2019

SmartStreamer: Preference-Aware Multipath Video Streaming Over MPTCP.

[BibT_eX]

[DOI]

IEEE Trans. Veh. Technol., 2019

GroupCast: Preference-Aware Cooperative Video Streaming With Scalable Video Coding.

[BibT_eX]

[DOI]

Muhamad Felemban

IEEE/ACM Trans. Netw., 2019

GiantClient: Video HotSpot for Multi-User Streaming.

[BibT_eX]

[DOI]

Muhamad Felemban

IEEE Trans. Circuits Syst. Video Technol., 2019

Deadline and Buffer Constrained Knapsack Problem.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2019

Reinforcement Learning-Based Vehicle-Cell Association Algorithm for Highly Mobile Millimeter Wave Communication.

[BibT_eX]

[DOI]

IEEE Trans. Cogn. Commun. Netw., 2019

Distilling On-Device Intelligence at the Network Edge.

[BibT_eX]

[DOI]

CoRR, 2019

Reinforcement Learning Based Scheduling Algorithm for Optimizing Age of Information in Ultra Reliable Low Latency Networks.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE Symposium on Computers and Communications, 2019

A Proximal Jacobian ADMM Approach for Fast Massive MIMO Signal Detection in Low-Latency Communications.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Communications, 2019

On the Information Freshness and Tail Latency Trade-Off in Mobile Networks.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE Global Communications Conference, 2019

2018

LBP: Robust Rate Adaptation Algorithm for SVC Video Streaming.

[BibT_eX]

[DOI]

IEEE/ACM Trans. Netw., 2018

A Low Complexity Detection Algorithm Based on Alternating Minimization.

[BibT_eX]

[DOI]

CoRR, 2018

DBABP: Robust Rate Adaptation Algorithm for SVC Video Streaming.

[BibT_eX]

[DOI]

CoRR, 2018

Low Complexity Algorithm for Multi-path Video Streaming.

[BibT_eX]

[DOI]

Ke Liu

Proceedings of the 2018 International Conference on Signal Processing and Communications (SPCOM), 2018

GroupCast: Preference-aware cooperative video streaming with scalable video coding.

[BibT_eX]

[DOI]