cv
Basics
| Name | Peyman Gholami |
| Label | Research Assistant |
| pghola2 at uic dot edu | |
| Phone | (603) 286-0118 |
| Url | https://peyman-gholami.github.io/ |
| Summary | Interested In doing research in the area of Artificial Intelligence. |
Education
Publications
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2024.6.01 Communication Efficient Federated Learning with Differentiated Aggregation
2nd Workshop on Advancing Neural Network Training: Computational Efficiency, Scalability, and Resource Optimization (WANT@ ICML 2024)
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2024.01.15 Digest: Fast and communication efficient decentralized learning with local updates.
IEEE Transactions on Machine Learning in Communications and Networking (2024)
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2023.7.01 Fast and Communication Efficient Decentralized Learning with Local Updates
Federated Learning and Analytics in Practice: Algorithms, Systems, Applications, and Opportunities
Awards
- 2022.10.01
Skills
| Programming Languages | |
| Python | |
| C/C++ | |
| Matlab |
| Soft Skills | |
| Leadership | |
| Problem Solving | |
| Critical Thinking | |
| Teamwork | |
| Communication |
| Libraries | |
| Pandas | |
| NumPy | |
| Matplotlib | |
| Torch | |
| Scikit-learn |
| Tools | |
| Bash | |
| Git | |
| Docker | |
| Kubernetes | |
| LaTeX |
Interests
| Research Interests | |
| Machine Learning, Deep Learning and working with big-data | |
| Decentralized networks and Machine Learning | |
| Wireless and mobile networking | |
| Computation offloading optimization in cloud and edge computing |