Concepedia

Mahdi Morafah

MM

4

Publications

284

Citations

4

H-Index

2021

Active since

Affiliations

University of California San Diego(Current)

University of Central Florida

Mahdi Morafah is an author at University of California San Diego specializing in computer science, knowledge discovery, and data science.

Top concepts

Data MiningEngineeringData ScienceComputer ScienceMachine LearningCluster ComputingFederated LearningKnowledge DiscoveryDistributed LearningStatistics

Publications per year

2021–2023

4

Publications

4

Personalized Federated Learning by Structured and Unstructured Pruning under Data Heterogeneity

Saeed Vahidian, Mahdi Morafah, Bill Lin · 2021 · 77 citations

Artificial Intelligence, Cluster Computing, Engineering +20

Efficient Distribution Similarity Identification in Clustered Federated Learning via Principal Angles between Client Data Subspaces

Saeed Vahidian, Mahdi Morafah, Weijia Wang et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2023 · 72 citations · Full text

Cluster Computing, Engineering, Machine Learning +20

FLIS: Clustered Federated Learning Via Inference Similarity for Non-IID Data Distribution

Mahdi Morafah, Saeed Vahidian, Weijia Wang et al. · IEEE Open Journal of the Computer Society · 2023 · 69 citations · Full text

Artificial Intelligence, Cluster Computing, Engineering +18

Rethinking Data Heterogeneity in Federated Learning: Introducing a New Notion and Standard Benchmarks

Saeed Vahidian, Mahdi Morafah, Chen Chen et al. · IEEE Transactions on Artificial Intelligence · 2023 · 66 citations · Full text

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