Ahmed M. Abdelmoniem
3 papers · 2020–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (3) π Academic Marathon (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (10) π§ Keyword Pioneer
π
Cross-Pollinator
(15)
Conferences
AAAI (1)
ICLR (1)
NIPS (1)
Top co-authors
Keywords
distributed training
(2)
gradient compression
(2)
communication complexity
(1)
neural network optimization
(1)
convergence rate
(1)
communication compression
(1)
error feedback
(1)
layer-wise compression
(1)
gradient sparsification
(1)
distributed deep learning
(1)
model compression
(1)
compressed communication
(1)
stochastic gradient
(1)
Papers
Query-based Knowledge Transfer for Heterogeneous Learning Environments
ICLR 2025
Rethinking gradient sparsification as total error minimization
NIPS 2021
On the Discrepancy between the Theoretical Analysis and Practical Implementations of Compressed Communication for Distributed Deep Learning
AAAI 2020