Md Sirajul Islam

Publication Activity (10 Years)

Years Active: 2024-2024
Publications (10 Years): 6

Top Topics

Multidimensional Data

Learning Models

Federated Databases

Top Venues

IPDPS (Workshops)

Publications

Simin Javaherian, Sanjeev Panta, Shelby Williams, Md Sirajul Islam, Li Chen
FedFair^3: Unlocking Threefold Fairness in Federated Learning. CoRR (2024)
Md Sirajul Islam, Simin Javaherian, Fei Xu, Xu Yuan, Li Chen, Nian-Feng Tzeng
FedClust: Tackling Data Heterogeneity in Federated Learning through Weight-Driven Client Clustering. CoRR (2024)
Md Sirajul Islam, Simin Javaherian, Fei Xu, Xu Yuan, Li Chen, Nian-Feng Tzeng
FedClust: Optimizing Federated Learning on Non-IID Data Through Weight-Driven Client Clustering. IPDPS (Workshops) (2024)
Md Sirajul Islam, Simin Javaherian, Fei Xu, Xu Yuan, Li Chen, Nian-Feng Tzeng
FedClust: Optimizing Federated Learning on Non-IID Data through Weight-Driven Client Clustering. CoRR (2024)
Md Sirajul Islam, Simin Javaherian, Fei Xu, Xu Yuan, Li Chen, Nian-Feng Tzeng
FedClust: Tackling Data Heterogeneity in Federated Learning through Weight-Driven Client Clustering. ICPP (2024)
Md Sirajul Islam, Sanjeev Panta
Skin Cancer Images Classification using Transfer Learning Techniques. CoRR (2024)