Concepedia

Necdet Serhat Aybat

NS

Statistics

Publications

20

Citations

691

H-Index

16

Active since

2011

Affiliations

Pennsylvania State University(Current)

Columbia University

Massachusetts Institute of Technology

Marcus (United States)

Necdet Serhat Aybat is an author at Pennsylvania State University specializing in computer science, optimization, and convex optimization.

Publications per year

2011–2023

20

Publications

20

Distributed Linearized Alternating Direction Method of Multipliers for Composite Convex Consensus Optimization

Necdet Serhat Aybat, Z. Wang, Tianyi Lin · IEEE Transactions on Automatic Control · 2017 · 153 citations

Computing, Computer Science, Algorithms +16

Efficient Optimization Algorithms for Robust Principal Component Analysis and Its Variants

Shiqian Ma, Necdet Serhat Aybat · Proceedings of the IEEE · 2018 · 57 citations

Computing, Bioinformatics, Computer Science +15

Semidefinite Programming For Chance Constrained Optimization Over Semialgebraic Sets

Ashkan Jasour, Necdet Serhat Aybat, Constantino Lagoa · SIAM Journal on Optimization · 2015 · 46 citations

Natural Sciences, Computer Science, Mathematics +17

A Primal-Dual Algorithm for General Convex-Concave Saddle Point Problems

Erfan Yazdandoost Hamedani, Necdet Serhat Aybat · arXiv (Cornell University) · 2018 · 46 citations · Full text

Natural Sciences, Computer Science, Mathematics +16

A First-Order Augmented Lagrangian Method for Compressed Sensing

Necdet Serhat Aybat, Garud Iyengar · SIAM Journal on Optimization · 2012 · 38 citations

Computing, Computer Science, Mathematics +15

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