Mohamad Assaad
3 papers · 2023–2024 · 3 conferences · across top CS/AI conferences
Achievements
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🌉
Interdisciplinary Bridge
🌍
Conference Polyglot
(3)
🐝
Cross-Pollinator
(12)
🧭
Keyword Pioneer
Conferences
ACML (1)
ICML (1)
JMLR (1)
Top co-authors
Keywords
federated learning
(1)
non-convex optimization
(1)
graph clustering
(1)
community detection
(1)
distributed optimization
(1)
gradient estimation
(1)
communication efficiency
(1)
zero-order optimization
(1)
convergence guarantee
(1)
multiplex graph
(1)
zeroth-order optimization
(1)
gradient estimator
(1)
edge device
(1)
edge computing
(1)
gradient tracking
(1)
multiview clustering
(1)
modularity maximization
(1)
wireless perturbation
(1)
Papers
Countering the Communication Bottleneck in Federated Learning: A Highly Efficient Zero-Order Optimization Technique
JMLR 2024
Self Weighted Multiplex Modularity Maximization for Multiview Clustering
ACML 2023
Single Point-Based Distributed Zeroth-Order Optimization with a Non-Convex Stochastic Objective Function
ICML 2023