Necdet Serhat Aybat

895 total citations
23 papers, 390 citations indexed

About

Necdet Serhat Aybat is a scholar working on Computational Mechanics, Computer Networks and Communications and Aerospace Engineering. According to data from OpenAlex, Necdet Serhat Aybat has authored 23 papers receiving a total of 390 indexed citations (citations by other indexed papers that have themselves been cited), including 13 papers in Computational Mechanics, 10 papers in Computer Networks and Communications and 5 papers in Aerospace Engineering. Recurrent topics in Necdet Serhat Aybat's work include Sparse and Compressive Sensing Techniques (13 papers), Distributed Control Multi-Agent Systems (6 papers) and Network Traffic and Congestion Control (4 papers). Necdet Serhat Aybat is often cited by papers focused on Sparse and Compressive Sensing Techniques (13 papers), Distributed Control Multi-Agent Systems (6 papers) and Network Traffic and Congestion Control (4 papers). Necdet Serhat Aybat collaborates with scholars based in United States, China and Canada. Necdet Serhat Aybat's co-authors include Garud Iyengar, Shiqian Ma, Tianyi Lin, El-Hadi Zahzah, Thierry Bouwmans, Constantino Lagoa, Ashkan Jasour, Donald Goldfarb, Фернандо Лобо Перейра and Jingyao Wang and has published in prestigious journals such as IEEE Transactions on Automatic Control, Proceedings of the IEEE and Automatica.

In The Last Decade

Necdet Serhat Aybat

23 papers receiving 376 citations

Peers

Necdet Serhat Aybat

CNC

CVPR

Venkat Chandrasekaran United States

Jon Dattorro

Quoc Tran Dinh Belgium

Tao Pham Dinh France

Hamid Reza Feyzmahdavian Sweden

Pascal Bianchi France

Mert Pilancı United States

Damek Davis United States

Lyle Ramshaw United States

Doron Blatt United States

Venkat Chandrasekaran United States

Necdet Serhat Aybat

158 ×0.9

75 ×0.6

CNC

65 ×0.7

CVPR

90 ×1.3

12 ×0.2

Citations per year, relative to Necdet Serhat Aybat Necdet Serhat Aybat (= 1×) peers Venkat Chandrasekaran

Countries citing papers authored by Necdet Serhat Aybat

Since Specialization

Citations

This map shows the geographic impact of Necdet Serhat Aybat's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Necdet Serhat Aybat with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Necdet Serhat Aybat more than expected).

Fields of papers citing papers by Necdet Serhat Aybat

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Necdet Serhat Aybat. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Necdet Serhat Aybat. The network helps show where Necdet Serhat Aybat may publish in the future.

Co-authorship network of co-authors of Necdet Serhat Aybat

This figure shows the co-authorship network connecting the top 25 collaborators of Necdet Serhat Aybat. A scholar is included among the top collaborators of Necdet Serhat Aybat based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Necdet Serhat Aybat. Necdet Serhat Aybat is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

Zhang, Xuan, et al.. (2024). Jointly Improving the Sample and Communication Complexities in Decentralized Stochastic Minimax Optimization. Proceedings of the AAAI Conference on Artificial Intelligence. 38(18). 20865–20873. 2 indexed citations

Aybat, Necdet Serhat, et al.. (2023). A Fast Row-Stochastic Decentralized Method for Distributed Optimization Over Directed Graphs. IEEE Transactions on Automatic Control. 69(1). 275–289. 15 indexed citations

Aybat, Necdet Serhat, et al.. (2022). Randomized Gossiping With Effective Resistance Weights: Performance Guarantees and Applications. IEEE Transactions on Control of Network Systems. 9(2). 524–536. 2 indexed citations

Aybat, Necdet Serhat, et al.. (2021). On the Analysis of Inexact Augmented Lagrangian Schemes for Misspecified Conic Convex Programs. IEEE Transactions on Automatic Control. 67(8). 3981–3996. 3 indexed citations

Wang, Jingyao, et al.. (2019). A fully distributed traffic allocation algorithm for nonconcave utility maximization in connectionless communication networks. Automatica. 109. 108506–108506. 9 indexed citations

Lagoa, Constantino, et al.. (2019). Lp Quasi-norm Minimization. 726–730. 3 indexed citations

Wang, Jingyao, et al.. (2018). End-to-End Distributed Flow Control for Networks with Nonconcave Utilities. IEEE Transactions on Network Science and Engineering. 6(3). 303–313. 2 indexed citations

Ma, Shiqian & Necdet Serhat Aybat. (2018). Efficient Optimization Algorithms for Robust Principal Component Analysis and Its Variants. Proceedings of the IEEE. 106(8). 1411–1426. 36 indexed citations

Wang, Jingyao, et al.. (2017). Non-concave network utility maximization: A distributed optimization approach. 1–9. 7 indexed citations

10.

Aybat, Necdet Serhat, et al.. (2017). Multi-agent constrained optimization of a strongly convex function. 15. 558–562. 3 indexed citations

11.

Wang, Jingyao, et al.. (2017). Non-concave network utility maximization in connectionless networks: A fully distributed traffic allocation algorithm. 3980–3985. 4 indexed citations

12.

Aybat, Necdet Serhat, et al.. (2017). Distributed Linearized Alternating Direction Method of Multipliers for Composite Convex Consensus Optimization. IEEE Transactions on Automatic Control. 63(1). 5–20. 95 indexed citations

13.

Aybat, Necdet Serhat, et al.. (2016). A distributed ADMM-like method for resource sharing under conic constraints over time-varying networks. arXiv (Cornell University). 3 indexed citations

14.

Aybat, Necdet Serhat, et al.. (2016). Distributed primal-dual method for multi-agent sharing problem with conic constraints. 777–782. 12 indexed citations

15.

Bouwmans, Thierry, Necdet Serhat Aybat, & El-Hadi Zahzah. (2016). Handbook of Robust Low-Rank and Sparse Matrix Decomposition. 67 indexed citations

16.

Aybat, Necdet Serhat, Donald Goldfarb, & Shiqian Ma. (2013). Efficient algorithms for robust and stable principal component pursuit problems. Computational Optimization and Applications. 58(1). 1–29. 21 indexed citations

17.

Aybat, Necdet Serhat & Garud Iyengar. (2013). A unified approach for minimizing composite norms. Mathematical Programming. 144(1-2). 181–226. 9 indexed citations

18.

Aybat, Necdet Serhat & Garud Iyengar. (2012). A First-Order Augmented Lagrangian Method for Compressed Sensing. SIAM Journal on Optimization. 22(2). 429–459. 20 indexed citations

19.

Aybat, Necdet Serhat. (2011). First Order Methods for Large-Scale Sparse Optimization. Columbia Academic Commons (Columbia University). 1 indexed citations

20.

Aybat, Necdet Serhat & Garud Iyengar. (2011). A First-Order Smoothed Penalty Method for Compressed Sensing. SIAM Journal on Optimization. 21(1). 287–313. 22 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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