Fatema Siddika

Fatema Siddika

Position
  • PhD Student
Fatema Siddika is a Ph.D. student in the Department of Computer Science at Iowa State University. She works in the Laboratory for Software Analytics and Pervasive Parallelism Lab (SwAPP) under the supervision of Dr. Ali Jannesari . Fatema's research focuses on optimizing Foundation Models in Federated Learning, notably enhancing the knowledge distillation process for edge devices with limited computational resources.

Contact

Social Media and Websites

Area of Expertise

  • Heterogennous Federated Learning
  • Foundation Models

Education

  • BSc., Computer Science and Engineering, Jagannath University, 2015
  • MSc, Computer Science and Engineering, Jagannath University, 2017