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Dive into the research topics where Necdet S. Aybat is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Decentralized Power Flow Optimization on Electricity Grids via Distributed Consensus Methods
9/1/16 → 8/31/20
Project: Research project
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Resolving Parametric Misspecification: Joint Schemes for Computation and Learning
8/1/14 → 7/31/18
Project: Research project
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A Decentralized Primal-Dual Method for Constrained Minimization of a Strongly Convex Function
Hamedani, E. Y. & Aybat, N. S., Nov 1 2022, In: IEEE Transactions on Automatic Control. 67, 11, p. 5682-5697 16 p.Research output: Contribution to journal › Article › peer-review
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On the Analysis of Inexact Augmented Lagrangian Schemes for Misspecified Conic Convex Programs
Aybat, N. S., Ahmadi, H. & Shanbhag, U. V., Aug 1 2022, In: IEEE Transactions on Automatic Control. 67, 8, p. 3981-3996 16 p.Research output: Contribution to journal › Article › peer-review
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Randomized Gossiping With Effective Resistance Weights: Performance Guarantees and Applications
Can, B., Soori, S., Aybat, N. S., Dehnavi, M. M. & Gurbuzbalaban, M., Jun 1 2022, In: IEEE Transactions on Control of Network Systems. 9, 2, p. 524-536 13 p.Research output: Contribution to journal › Article › peer-review
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A primal-dual algorithm with line search for general convex-concave saddle point problems
Hamedani, E. Y. & Aybat, N. S., 2021, In: SIAM Journal on Optimization. 31, 2, p. 1299-1329 31 p.Research output: Contribution to journal › Article › peer-review
15 Scopus citations -
On the theoretical guarantees for parameter estimation of Gaussian random field models: A sparse precision matrix approach
Tajbakhsh, S. D., Aybat, N. S. & Castillo, E. D., Oct 2020, In: Journal of Machine Learning Research. 21Research output: Contribution to journal › Article › peer-review