Fatema Siddika

PhD student, Computer Science, Iowa State University

Joined

September 2024

Names

Fatema Siddika (Preferred)

Emails

****@iastate.edu (Confirmed)

Personal Links

Semantic Scholar

Career & Education History

PhD student

Computer Science, Iowa State University (iastate.edu)

2021 – 2026

Advisors, Relations & Conflicts

PhD Advisor

2024 – 2027

Coworker

Md Anwar Hossen

2015 – 2027

Expertise

Federated Learning

,

Foundation Model

2021 – Present

Publications

Dual-Distilled Heterogeneous Federated Learning with Adaptive Margins for Trainable Global Prototypes
Fatema Siddika, Md Anwar Hossen, Wensheng Zhang, Anuj Sharma, Juan Pablo Munoz, Ali Jannesari
- The IEEE International Symposium on Cluster, Cloud, and Internet Computing (CCGrid)
- Readers: Everyone
FedReFT: Federated Representation Fine-Tuning with All-But-Me Aggregation
Fatema Siddika, Md Anwar Hossen, Juan Pablo Munoz, Tanya G. Roosta, Anuj Sharma, Ali Jannesari
- The 19th Conference of the European Chapter of the Association for Computational Linguistics (EACL)
- Readers: Everyone
Fair Allocation of Bandwidth At Edge Servers For Concurrent Hierarchical Federated Learning
Md. Anwar Hossen, Fatema Siddika, Wensheng Zhang
- CoRR 2024
- Readers: Everyone
Transition from IPv4 to IPv6 in Bangladesh: The competent and enhanced way to follow
Fatema Siddika, Md. Anwar Hossen, Sajeeb Saha
- NSysS 2017
- Readers: Everyone

Co-Authors