Mohamad Assaad
3 papers · 2023–2024 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Gold
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Taxonomy Completionist
(11)
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Hot Topic Early Bird
Top co-authors
Research topics
Machine Learning
(3)
Mathematics & Optimization
(2)
Optimization
(2)
Artificial Intelligence
(1)
Computer Science
(1)
Data Science & Analytics
(1)
Deep Learning
(1)
Application Areas
(1)
Applications
(1)
Core Methods
(1)
Foundations
(1)
Learning Paradigms · Artificial Intelligence
(1)
Learning Paradigms · Machine Learning
(1)
Learning Types
(1)
Optimization & Theory
(1)
Keywords
multi-view clustering
(1)
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)
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