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Dive into the research topics where Farzad Yousefian is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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CAREER: Advancing Mathematical Models and Algorithms for Decentralized Optimization in Complex Multi-agent Networks
Yousefian, F. (PI)
10/1/22 → 4/30/25
Project: Research project
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Collaborative Proposal: Hierarchical programs under uncertainty: Risk, Discreteness, and Distributed
Yousefian, F. (PI)
10/1/22 → …
Project: Research project
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Randomized Federated Learning Methods for Nonsmooth, Nonconvex, and Hierarchical Optimization
Yousefian, F. (PI)
Advanced Scientific Computing Research
9/1/22 → 8/31/25
Project: Research project
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CAREER: Advancing Mathematical Models and Algorithms for Decentralized Optimization in Complex Multi-agent Networks
Yousefian, F. (PI)
3/1/20 → 2/28/25
Project: Research project
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Achieving Optimal Complexity Guarantees for a Class of Bilevel Convex Optimization Problems
Samadi, S., Burbano, D. & Yousefian, F., 2024, 2024 American Control Conference, ACC 2024. Institute of Electrical and Electronics Engineers Inc., p. 2206-2211 6 p. (Proceedings of the American Control Conference).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open Access1 Scopus citations -
Privacy-Preserving Federated Learning for Science: Challenges and Research Directions
Kim, K., Raghavan, K., Kotevska, O., Dorier, M., Madduri, R., Ryu, M., Munson, T., Ross, R., Flynn, T., Kagawa, A., Yoon, B. J., Engelmann, C. & Yousefian, F., 2024, Proceedings - 2024 IEEE International Conference on Big Data, BigData 2024. Ding, W., Lu, C.-T., Wang, F., Di, L., Wu, K., Huan, J., Nambiar, R., Li, J., Ilievski, F., Baeza-Yates, R. & Hu, X. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 7849-7853 5 p. (Proceedings - 2024 IEEE International Conference on Big Data, BigData 2024).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Randomized Lagrangian stochastic approximation for large-scale constrained stochastic Nash games
Alizadeh, Z., Jalilzadeh, A. & Yousefian, F., Mar 2024, In: Optimization Letters. 18, 2, p. 377-401 25 p.Research output: Contribution to journal › Article › peer-review
2 Scopus citations -
Stochastic Approximation for Estimating the Price of Stability in Stochastic Nash Games
Jalilzadeh, A., Yousefian, F. & Ebrahimi, M., Apr 8 2024, In: ACM Transactions on Modeling and Computer Simulation. 34, 2, 7.Research output: Contribution to journal › Article › peer-review
Open Access2 Scopus citations -
A Fish Rheotaxis Mechanism as a Zero-Order Optimization Strategy
Burbano, D. & Yousefian, F., 2023, In: IEEE Access. 11, p. 102781-102795 15 p.Research output: Contribution to journal › Article › peer-review
Open Access