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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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Privacy-Preserving Federated Learning for Science: Building Sustainable and Trustworthy Foundation Models
Kim, K. (PI), Flynn, T. (CoPI), Kotevska, O. (CoPI), Ryu, M. (CoPI) & Yousefian, F. (CoPI)
Advanced Scientific Computing Research
9/1/24 → 8/31/27
Project: Research
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Privacy-Preserving Federated Learning for Science: Building Sustainable and Trustworthy Foundation Models
Kim, K. (PI), Flynn, T. (CoPI), Kotevska, O. (CoPI), Ryu, M. (CoPI) & Yousefian, F. (CoPI)
Advanced Scientific Computing Research
9/1/24 → 8/31/27
Project: Research
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Editorial: Federated Distributed Learning and Analytics
Al Kontar, R., Yang, T., Fioretto, F. & Yousefian, F., 2025, In: IISE Transactions. 57, 7, p. 741-742 2 p.Research output: Contribution to journal › Editorial › peer-review
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IMPROVED GUARANTEES FOR OPTIMAL NASH EQUILIBRIUM SEEKING AND BILEVEL VARIATIONAL INEQUALITIES
Samadi, S. & Yousefian, F., 2025, In: SIAM Journal on Optimization. 35, 1, p. 369-399 31 p.Research output: Contribution to journal › Article › peer-review
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On the Sampling-Based Computation of Nash Equilibria Under Uncertainty via the Nikaido–Isoda Function
Marrinan, L., Shanbhag, U. V. & Yousefian, F., Oct 2025, In: Vietnam Journal of Mathematics. 53, 4, p. 921-945 25 p.Research output: Contribution to journal › Article › peer-review
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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
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Distributed Gradient Tracking Methods with Guarantees for Computing a Solution to Stochastic MPECs
Ebrahimi, M., Shanbhag, U. V. & Yousefian, F., 2024, 2024 American Control Conference, ACC 2024. Institute of Electrical and Electronics Engineers Inc., p. 2182-2187 6 p. (Proceedings of the American Control Conference).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution