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Anis Elgabli
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Communication-efficient and distributed learning over wireless networks: Principles and applications
J Park, S Samarakoon, A Elgabli, J Kim, M Bennis, SL Kim, M Debbah
Proceedings of the IEEE 109 (5), 796-819, 2021
792021
Extreme URLLC: Vision, challenges, and key enablers
J Park, S Samarakoon, H Shiri, MK Abdel-Aziz, T Nishio, A Elgabli, ...
arXiv preprint arXiv:2001.09683, 2020
692020
GADMM: Fast and communication efficient framework for distributed machine learning.
A Elgabli, J Park, AS Bedi, M Bennis, V Aggarwal
J. Mach. Learn. Res. 21 (76), 1-39, 2020
552020
LBP: Robust rate adaptation algorithm for SVC video streaming
A Elgabli, V Aggarwal, S Hao, F Qian, S Sen
IEEE/ACM Transactions on Networking 26 (4), 1633-1645, 2018
432018
Reinforcement learning based scheduling algorithm for optimizing age of information in ultra reliable low latency networks
A Elgabli, H Khan, M Krouka, M Bennis
2019 IEEE Symposium on Computers and Communications (ISCC), 1-6, 2019
392019
Harnessing wireless channels for scalable and privacy-preserving federated learning
A Elgabli, J Park, CB Issaid, M Bennis
IEEE Transactions on Communications 69 (8), 5194-5208, 2021
312021
Distilling on-device intelligence at the network edge
J Park, S Wang, A Elgabli, S Oh, E Jeong, H Cha, H Kim, SL Kim, ...
arXiv preprint arXiv:1908.05895, 2019
302019
Optimized preference-aware multi-path video streaming with scalable video coding
A Elgabli, K Liu, V Aggarwal
IEEE Transactions on Mobile Computing 19 (1), 159-172, 2018
272018
Q-GADMM: Quantized Group ADMM for Communication Efficient Decentralized Machine Learning
A Elgabli, J Park, AS Bedi, C Ben Issaid, M Bennis, V Aggarwal
IEEE transaction in communications 69 (1), 164-181, 2020
252020
Reinforcement learning-based vehicle-cell association algorithm for highly mobile millimeter wave communication
H Khan, A Elgabli, S Samarakoon, M Bennis, CS Hong
IEEE Transactions on Cognitive Communications and Networking 5 (4), 1073-1085, 2019
242019
SmartStreamer: Preference-aware multipath video streaming over MPTCP
A Elgabli, V Aggarwal
IEEE Transactions on Vehicular Technology 68 (7), 6975-6984, 2019
182019
GroupCast: Preference-aware cooperative video streaming with scalable video coding
A Elgabli, M Felemban, V Aggarwal
IEEE/ACM Transactions on Networking 27 (3), 1138-1150, 2019
142019
FastScan: Robust low-complexity rate adaptation algorithm for video streaming over HTTP
A Elgabli, V Aggarwal
IEEE Transactions on Circuits and Systems for Video Technology 30 (7), 2240-2249, 2019
142019
A low-complexity detection algorithm for uplink massive MIMO systems based on alternating minimization
A Elgabli, A Elghariani, V Aggarwal, MR Bell
IEEE Wireless Communications Letters 8 (3), 917-920, 2019
132019
Joint energy-bandwidth allocation for multiuser channels with cooperating hybrid energy nodes
V Aggarwal, MR Bell, A Elgabli, X Wang, S Zhong
IEEE Transactions on Vehicular Technology 66 (11), 9880-9889, 2017
112017
L-FGADMM: Layer-wise federated group ADMM for communication efficient decentralized deep learning
A Elgabli, J Park, S Ahmed, M Bennis
2020 IEEE Wireless Communications and Networking Conference (WCNC), 1-6, 2020
102020
Two-stage LASSO ADMM signal detection algorithm for large scale MIMO
A Elgabli, A Elghariani, AO Al-Abbasi, M Bell
2017 51st Asilomar Conference on Signals, Systems, and Computers, 1660-1664, 2017
102017
Communication efficient distributed learning with censored, quantized, and generalized group ADMM
CB Issaid, A Elgabli, J Park, M Bennis, M Debbah
arXiv preprint arXiv:2009.06459, 2020
82020
Communication efficient framework for decentralized machine learning
A Elgabli, J Park, AS Bedi, M Bennis, V Aggarwal
2020 54th Annual Conference on Information Sciences and Systems (CISS), 1-5, 2020
72020
GiantClient: Video hotspot for multi-user streaming
A Elgabli, M Felemban, V Aggarwal
IEEE Transactions on Circuits and Systems for Video Technology 29 (9), 2833-2843, 2018
72018
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