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Dive into the research topics where Angelia Nedich 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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Collaborative Research: SaTC: CORE: Medium: Foundations of Trust-Centered Multi-Agent Distributed Coordination
Nedich, A. (PI)
National Science Foundation (NSF)
6/15/22 → 5/31/26
Project: Research project
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Unifying Information- and Optimization-theoretic approaches for modeling and training Generative Adversarial Networks
Nedich, A. (CoI), Lan, S. (CoI), Sankar, L. (PI) & Pedrielli, G. (CoI)
National Science Foundation (NSF)
10/1/21 → 9/30/24
Project: Research project
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Collaborative Research: CIF:Medium: Harnessing Intrinsic Dynamics for Inherently Privacy-preserving Decentralized Optimization
Nedich, A. (PI)
National Science Foundation (NSF)
6/1/21 → 5/31/25
Project: Research project
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Random Methods for Large-Scale Optimization
Nedich, A. (PI)
DOD-NAVY: Office of Naval Research (ONR)
2/18/21 → 2/17/24
Project: Research project
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Distributed Quasi-Newton Methods for Nonsmooth Optimization
Nedich, A. (PI)
National Science Foundation (NSF)
3/1/19 → 8/31/20
Project: Research project
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Differentially-private Distributed Algorithms for Aggregative Games with Guaranteed Convergence
Wang, Y. & Nedic, A., 2024, (Accepted/In press) In: IEEE Transactions on Automatic Control. p. 1-16 16 p.Research output: Contribution to journal › Article › peer-review
Open Access24 Scopus citations -
Distributed constrained optimization algorithms with linear convergence rate over time-varying unbalanced graphs
Liu, H., Yu, W., Zheng, W. X., Nedić, A. & Zhu, Y., Jan 2024, In: Automatica. 159, 111346.Research output: Contribution to journal › Article › peer-review
Open Access11 Scopus citations -
Tailoring Gradient Methods for Differentially Private Distributed Optimization
Wang, Y. & Nedic, A., Feb 1 2024, In: IEEE Transactions on Automatic Control. 69, 2, p. 872-887 16 p.Research output: Contribution to journal › Article › peer-review
Open Access63 Scopus citations -
AB/Push-Pull method for distributed optimization in time-varying directed networks
Nedić, A., Nguyen, D. T. A. & Nguyen, D. T., 2023, (Accepted/In press) In: Optimization Methods and Software.Research output: Contribution to journal › Article › peer-review
Open Access5 Scopus citations -
Accelerated <inline-formula><tex-math notation="LaTeX">$AB$</tex-math></inline-formula>/Push-Pull Methods for Distributed Optimization over Time-Varying Directed Networks
Nguyen, D. T. A., Nguyen, D. T. & Nedic, A., 2023, (Accepted/In press) In: IEEE Transactions on Control of Network Systems. p. 1-12 12 p.Research output: Contribution to journal › Article › peer-review
Open Access20 Scopus citations