Anis Elgabli

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 67

Top Topics

Alternating Minimization

Signal Detection

Video Streaming

Reinforcement Learning

Top Venues

Publications

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)
Feyzi Ege Kumec, Aslihan Reyhanoglu, Emrah Kar, Bugra Turan, Sinem Coleri, Mehdi Bennis, Anis Elgabli, Deniz Gündüz, Sercan Karaagac
Federated Learning for Pedestrian Detection in Vehicular Networks. BlackSeaCom (2023)
Abdulmomen Ghalkha, Chaouki Ben Issaid, Anis Elgabli, Mehdi Bennis
DIN: A Decentralized Inexact Newton Algorithm for Consensus Optimization. ICC (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)
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)
Jihong Park, Sumudu Samarakoon, Anis Elgabli, Joongheon Kim, Mehdi Bennis, Seong-Lyun Kim, Mérouane Debbah
Communication-Efficient and Distributed Learning Over Wireless Networks: Principles and Applications. Proc. IEEE 109 (5) (2021)
Tamara Alshammari, Anis Elgabli, Mehdi Bennis
MetaBayes: A Meta-Learning Framework from a Bayesian Perspective. ACSCC (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)
Tamara Alshammari, Sumudu Samarakoon, Anis Elgabli, Mehdi Bennis
BayGo: Joint Bayesian Learning and Information-Aware Graph Optimization. ICC (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)
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)
Mounssif Krouka, Anis Elgabli, Mohammed Saad ElBamby, Cristina Perfecto, Mehdi Bennis, Vaneet Aggarwal
Cross Layer Optimization and Distributed Reinforcement Learning Approach for Tile-Based 360 Degree Wireless Video Streaming. CoRR (2020)
Mounssif Krouka, Anis Elgabli, Mehdi Bennis
Maximum Allowable Transfer Interval Aware Scheduling for Wireless Remote Monitoring. WCNC (2020)
Anis Elgabli, Ke Liu, Vaneet Aggarwal
Optimized Preference-Aware Multi-Path Video Streaming with Scalable Video Coding. IEEE Trans. Mob. Comput. 19 (1) (2020)
Anis Elgabli, Jihong Park, Amrit S. Bedi, Mehdi Bennis, Vaneet Aggarwal
Q-GADMM: Quantized Group ADMM for Communication Efficient Decentralized Machine Learning. ICASSP (2020)
Jihong Park, Sumudu Samarakoon, Hamid Shiri, Mohamed K. Abdel-Aziz, Takayuki Nishio, Anis Elgabli, Mehdi Bennis
Extreme URLLC: Vision, Challenges, and Key Enablers. CoRR (2020)
Hamza Khan, Anis Elgabli, Sumudu Samarakoon, Mehdi Bennis, Choong Seon Hong
Reinforcement Learning Based Vehicle-cell Association Algorithm for Highly Mobile Millimeter Wave Communication. CoRR (2020)
Anis Elgabli, Jihong Park, Sabbir Ahmed, Mehdi Bennis
L-FGADMM: Layer-Wise Federated Group ADMM for Communication Efficient Decentralized Deep Learning. WCNC (2020)
Anis Elgabli, Vaneet Aggarwal
FastScan: Robust Low-Complexity Rate Adaptation Algorithm for Video Streaming Over HTTP. IEEE Trans. Circuits Syst. Video Technol. 30 (7) (2020)
Anis Elgabli, Jihong Park, Amrit S. Bedi, Mehdi Bennis, Vaneet Aggarwal
Communication Efficient Framework for Decentralized Machine Learning. CISS (2020)
Anis Elgabli, Jihong Park, Chaouki Ben Issaid, Mehdi Bennis
Harnessing Wireless Channels for Scalable and Privacy-Preserving Federated Learning. CoRR (2020)
Anis Elgabli, Jihong Park, Amrit S. Bedi, Mehdi Bennis, Vaneet Aggarwal
GADMM: Fast and Communication Efficient Framework for Distributed Machine Learning. J. Mach. Learn. Res. 21 (2020)
Tamara Alshammari, Sumudu Samarakoon, Anis Elgabli, Mehdi Bennis
BayGo: Joint Bayesian Learning and Information-Aware Graph Optimization. CoRR (2020)
Jihong Park, Sumudu Samarakoon, Anis Elgabli, Joongheon Kim, Mehdi Bennis, Seong-Lyun Kim, Mérouane Debbah
Communication-Efficient and Distributed Learning Over Wireless Networks: Principles and Applications. CoRR (2020)
Chaouki Ben Issaid, Anis Elgabli, Jihong Park, Mehdi Bennis
Communication Efficient Distributed Learning with Censored, Quantized, and Generalized Group ADMM. CoRR (2020)
Anis Elgabli, Ali A. Elghariani, Vaneet Aggarwal, Mark R. Bell
A Low-Complexity Detection Algorithm for Uplink Massive MIMO Systems Based on Alternating Minimization. IEEE Wirel. Commun. Lett. 8 (3) (2019)
Anis Elgabli, Muhamad Felemban, Vaneet Aggarwal
GroupCast: Preference-Aware Cooperative Video Streaming With Scalable Video Coding. IEEE/ACM Trans. Netw. 27 (3) (2019)
Jihong Park, Shiqiang Wang, Anis Elgabli, Seungeun Oh, Eunjeong Jeong, Han Cha, Hyesung Kim, Seong-Lyun Kim, Mehdi Bennis
Distilling On-Device Intelligence at the Network Edge. CoRR (2019)
Anis Elgabli, Muhamad Felemban, Vaneet Aggarwal
GiantClient: Video HotSpot for Multi-User Streaming. IEEE Trans. Circuits Syst. Video Technol. 29 (9) (2019)
Anis Elgabli, Ali A. Elghariani, Vaneet Aggarwal, Mehdi Bennis, Mark R. Bell
A Proximal Jacobian ADMM Approach for Fast Massive MIMO Signal Detection in Low-Latency Communications. CoRR (2019)
Anis Elgabli, Vaneet Aggarwal
Deadline and Buffer Constrained Knapsack Problem. IEEE Trans. Circuits Syst. Video Technol. 29 (5) (2019)
Anis Elgabli, Jihong Park, Amrit S. Bedi, Mehdi Bennis, Vaneet Aggarwal
GADMM: Fast and Communication Efficient Framework for Distributed Machine Learning. CoRR (2019)
Anis Elgabli, Jihong Park, Amrit S. Bedi, Mehdi Bennis, Vaneet Aggarwal
Q-GADMM: Quantized Group ADMM for Communication Efficient Decentralized Machine Learning. CoRR (2019)
Anis Elgabli, Hamza Khan, Mounssif Krouka, Mehdi Bennis
Reinforcement Learning Based Scheduling Algorithm for Optimizing Age of Information in Ultra Reliable Low Latency Networks. ISCC (2019)
Anis Elgabli, Jihong Park, Sabbir Ahmed, Mehdi Bennis
L-FGADMM: Layer-Wise Federated Group ADMM for Communication Efficient Decentralized Deep Learning. CoRR (2019)
Hamza Khan, Anis Elgabli, Sumudu Samarakoon, Mehdi Bennis, Choong Seon Hong
Reinforcement Learning-Based Vehicle-Cell Association Algorithm for Highly Mobile Millimeter Wave Communication. IEEE Trans. Cogn. Commun. Netw. 5 (4) (2019)
Abubakr O. Al-Abbasi, Ali A. Elghariani, Anis Elgabli, Vaneet Aggarwal
On the Information Freshness and Tail Latency Trade-Off in Mobile Networks. GLOBECOM (2019)
Anis Elgabli, Ali A. Elghariani, Vaneet Aggarwal, Mehdi Bennis, Mark R. Bell
A Proximal Jacobian ADMM Approach for Fast Massive MIMO Signal Detection in Low-Latency Communications. ICC (2019)
Anis Elgabli, Vaneet Aggarwal
SmartStreamer: Preference-Aware Multipath Video Streaming Over MPTCP. IEEE Trans. Veh. Technol. 68 (7) (2019)
Anis Elgabli, Ali A. Elghariani, Vaneet Aggarwal, Mark R. Bell
QoE-Aware Resource Allocation for Small Cells. GLOBECOM (2018)
Anis Elgabli, Ali A. Elghariani, Vaneet Aggarwal, Mark R. Bell
QoE-Aware Resource Allocation for Small Cells. CoRR (2018)
Anis Elgabli, Ali A. Elghariani, Abubakr O. Al-Abbasi, Mark R. Bell
Two-Stage LASSO ADMM Signal Detection Algorithm For Large Scale MIMO. CoRR (2018)
Anis Elgabli, Hamza Khan, Mounssif Krouka, Mehdi Bennis
Reinforcement Learning Based Scheduling Algorithm for Optimizing Age of Information in Ultra Reliable Low Latency Networks. CoRR (2018)
Anis Elgabli, Vaneet Aggarwal, Ke Liu
Low Complexity Algorithm for Multi-path Video Streaming. SPCOM (2018)
Anis Elgabli, Vaneet Aggarwal
GroupCast: Preference-aware cooperative video streaming with scalable video coding. INFOCOM Workshops (2018)
Anis Elgabli, Ali A. Elghariani, Vaneet Aggarwal, Mark R. Bell
A Low Complexity Detection Algorithm Based on Alternating Minimization. CoRR (2018)
Anis Elgabli, Muhamad Felemban, Vaneet Aggarwal
GroupCast: Preference-Aware Cooperative Video Streaming with Scalable Video Coding. CoRR (2018)
Anis Elgabli, Vaneet Aggarwal
FastScan: Robust Low-Complexity Rate Adaptation Algorithm for Video Streaming over HTTP. CoRR (2018)
Anis Elgabli, Vaneet Aggarwal, Shuai Hao, Feng Qian, Subhabrata Sen
LBP: Robust Rate Adaptation Algorithm for SVC Video Streaming. IEEE/ACM Trans. Netw. 26 (4) (2018)
Anis Elgabli, Ke Liu, Vaneet Aggarwal
Optimized Preference-Aware Multi-path Video Streaming with Scalable Video Coding. CoRR (2018)
Anis Elgabli, Vaneet Aggarwal, Shuai Hao, Feng Qian, Subhabrata Sen
DBABP: Robust Rate Adaptation Algorithm for SVC Video Streaming. CoRR (2018)
Vaneet Aggarwal, Mark R. Bell, Anis Elgabli, Xiaodong Wang, Shan Zhong
Joint Energy-Bandwidth Allocation for Multiuser Channels With Cooperating Hybrid Energy Nodes. IEEE Trans. Veh. Technol. 66 (11) (2017)
Vaneet Aggarwal, Mark R. Bell, Anis Elgabli, Xiaodong Wang, Shan Zhong
Joint energy-bandwidth allocation for multi-user channels with cooperating hybrid energy nodes. ICC (2017)
Anis Elgabli, Ali A. Elghariani, Abubakr O. Al-Abbasi, Mark R. Bell
Two-stage LASSO ADMM signal detection algorithm for large scale MIMO. ACSSC (2017)
Vaneet Aggarwal, Mark R. Bell, Anis Elgabli, Xiaodong Wang, Shan Zhong
Joint Energy-Bandwidth Allocation for Multi-User Channels with Cooperating Hybrid Energy Nodes. CoRR (2016)