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Ghadir Ayache
Observed name:
Ayache, Ghadir
Institutions:
Singapore University of Technology and Design,
Etsy (United States)
Observed institutions:
Rutgers, The State University of New Jersey,
Supélec,
Centre National de la Recherche Scientifique,
Singapore University of Technology and Design,
Laboratoire des signaux et systèmes,
CentraleSupélec,
Etsy (United States)
show all 7
ORCID:
0000-0003-3692-5593
Observed ORCID:
0000-0003-3692-5593
OpenAlex ID:
A5021686167
Walk for Learning: A Random Walk Approach for Federated Learning From Heterogeneous Data
2023
·
Ghadir Ayache
, Venkat Dassari
, et al.
·
IEEE Journal on Selected Areas in Communications
·
34
PDF
Random Walk Gradient Descent for Decentralized Learning on Graphs
2019
·
Ghadir Ayache
, Salim El Rouayheb
·
IEEE International Symposium on Parallel & Distributed Processing, Workshops and Phd Forum
·
8
Self-Duplicating Random Walks for Resilient Decentralized Learning on Graphs
2024
·
Maximilian Egger
, Ghadir Ayache
, et al.
·
Globecom
·
7
Self-Regulating Random Walks for Resilient Decentralized Learning on Graphs
2026
·
Maximilian Egger
, Rawad Bitar
, et al.
·
IEEE Transactions on Information Theory
·
4
Matrix Exponential Learning for Resource Allocation with Low Informational Exchange
2018
·
Wenjie Li
, Mohamad Assaad
, et al.
·
IEEE International Workshop on Signal Processing Advances in Wireless Communications (SPAWC)
·
3
Adaptive Bandit Cluster Selection for Graph Neural Networks
2022
·
Ghadir Ayache
, Thomas Hugues
, et al.
·
Asilomar Conference on Signals, Systems and Computers (ACSSC)
·
2
RW-LoRA: Communication-Efficient Decentralized LoRA Fine-Tuning via Random Walks
2026
·
Chen, Xingran
, Bhagat, Rohit
, et al.
·
arXiv (Cornell University)
PDF
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Works count:
8
Citation count:
58
H-index:
4
I10-index:
1
Year
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