Biography
Research Interests
Research Areas:
- Artificial Intelligence: hierarchical federated learning and unlearning, distributed machine learning
- Data and Model Quality: incentive mechanism, data and model quality
- Differcial Privacy: multi-dimensional private information for incomplete game
Methodologies:
- Machine learning
- Mechanism design
- Modeling and optimization
- Game theory
- Mathematical analysis
Selected Publications
- Md Anwar Hossen*, Fatema Siddika*, Wensheng Zhang, ”Fair Allocation of
Bandwidth At Edge Servers For Concurrent Federated Learning Processes”, (Submitted), 2023.
Teaching Experience
instructor: Assistant Professor (Study Leave) - (2016/01-2021/07), Daffodil Int. University
- Data Structure
- Computer Algorithms
- Discrete Maths
- Artificial Intelligence
Teaching Assistant: Iowa State University
Services
Organizing:
- Technical Sessions Organizer, Int Conf on Cyber Security and Computer Science (ICONCS)- 2020
- Chair, IEEE Student Branch, Jagannath University - 2017
- Mentor, IEEE Student Branch, Daffodil Int. University - 2019
- Mentor and Judge, Bangladesh National Hackathon, ICT Ministry - 2016
Awards and Honors
- Best Research Poster on Annual Research Day - ComS, Iowa State University - 2023
- Honorable Mention in ACM ICPC 2012 - Dhaka Regional Site