• 168 Citations
  • 9 h-Index
20112019
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Fingerprint 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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Convex optimization Engineering & Materials Science
Constrained optimization Engineering & Materials Science
Pursuit Mathematics
Principal Components Mathematics
Compressed sensing Engineering & Materials Science
Compressed Sensing Mathematics
Telecommunication networks Engineering & Materials Science
Composite materials Engineering & Materials Science

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Research Output 2011 2019

A fully distributed traffic allocation algorithm for nonconcave utility maximization in connectionless communication networks

Wang, J., Ashour, M., Lagoa, C. M., Aybat, N. S. & Che, H., Nov 1 2019, In : Automatica. 109, 108506.

Research output: Contribution to journalArticle

Telecommunication networks
Internet
Routers
Packet switching
Packet networks
1 Citation (Scopus)

End-to-End Distributed Flow Control for Networks with Nonconcave Utilities

Ashour, M., Wang, J., Aybat, N. S., Lagoa, C. M. & Che, H., Jul 1 2019, In : IEEE Transactions on Network Science and Engineering. 6, 3, p. 303-313 11 p., 8400406.

Research output: Contribution to journalArticle

Flow control
Traffic control
Parallel algorithms
Joining
Telecommunication networks
2 Citations (Scopus)

Decentralized computation of effective resistances and acceleration of consensus algorithms

Aybat, N. S. & Gurbuzbalaban, M., Mar 7 2018, 2017 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 538-542 5 p. (2017 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2017 - Proceedings; vol. 2018-January).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Parallel algorithms
Markov processes
Linear systems
12 Citations (Scopus)

Distributed linearized alternating direction method of multipliers for composite convex consensus optimization

Aybat, N. S., Wang, Z., Lin, T. & Ma, S., Jan 1 2018, In : IEEE Transactions on Automatic Control. 63, 1, p. 5-20 16 p.

Research output: Contribution to journalArticle

Convex optimization
Composite materials
Telecommunication networks
Learning systems
Communication
3 Citations (Scopus)

Efficient Optimization Algorithms for Robust Principal Component Analysis and Its Variants

Ma, S. & Aybat, N. S., Aug 2018, In : Proceedings of the IEEE. 106, 8, p. 1411-1426 16 p., 8412568.

Research output: Contribution to journalReview article

Principal component analysis
Bioinformatics
Computer vision
Learning systems
Statistics