Open Science Toolkit
Open-source tools and small language models for reproducible research.
- open science
- natural language processing
Research interests
- tối ưu hoá không lồi
- học liên kết
PhD student studying convergence of stochastic optimization in federated learning.
Papers
Convergence of Local SGD under Heterogeneous Data
AAAI 2026 - Proceedings of the 40th AAAI Conference on Artificial Intelligence
@inproceedings{pham2026localsgd, title = {Convergence of Local SGD under Heterogeneous Data}, author = {Pham, Quoc Anh and Tran, Minh Khoa and Rossi, Elena}, booktitle = {Proceedings of the 40th AAAI Conference on Artificial Intelligence}, year = {2026} }
Projects
News
Local SGD paper accepted at AAAI 2026
New convergence results for Local SGD under heterogeneous data.
Seminar: Convergence of SGD in Non-Convex Optimization
Group seminar on convergence bounds for SGD with non-convex objectives.
Open Science Toolkit project receives funding
The Example Open Science Fund supports the project for two years.