Ahmed M. Abdelmoniem
3 papers · 2020–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Academic Marathon · Sprint
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(13)
Venues
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Research topics
Keywords
distributed training
(2)
gradient compression
(2)
stochastic gradient
(1)
knowledge transfer
(1)
communication complexity
(1)
neural network optimization
(1)
privacy-preserving learning
(1)
collaborative learning
(1)
convergence rate
(1)
communication compression
(1)
error feedback
(1)
layer-wise compression
(1)
gradient sparsification
(1)
distributed deep learning
(1)
heterogeneous learning
(1)
data-free knowledge distillation
(1)
model compression
(1)
compressed communication
(1)
federated learning
(1)
Papers
Query-based Knowledge Transfer for Heterogeneous Learning Environments
ICLR 2025
Rethinking gradient sparsification as total error minimization
NeurIPS 2021
On the Discrepancy between the Theoretical Analysis and Practical Implementations of Compressed Communication for Distributed Deep Learning
AAAI 2020