Necdet Serhat Aybat

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 29

Top Topics

Augmented Lagrangian

Optimization Problems

Partially Observed

Top Venues

IEEE Trans. Autom. Control.

Publications

Xuan Zhang, Gabriel Mancino-Ball, Necdet Serhat Aybat, Yangyang Xu
Jointly Improving the Sample and Communication Complexities in Decentralized Stochastic Minimax Optimization. AAAI (2024)
Omar M. Sleem, Mahmoud E. Ashour, Necdet Serhat Aybat, Constantino M. Lagoa
Lp quasi-norm minimization: algorithm and applications. EURASIP J. Adv. Signal Process. 2024 (1) (2024)
Diyako Ghaderyan, Necdet Serhat Aybat, A. Pedro Aguiar, Fernando M. Lobo Pereira
A Fast Row-Stochastic Decentralized Method for Distributed Optimization Over Directed Graphs. IEEE Trans. Autom. Control. 69 (1) (2024)
Xuan Zhang, Necdet Serhat Aybat, Mert Gürbüzbalaban
Robust Accelerated Primal-Dual Methods for Computing Saddle Points. SIAM J. Optim. 34 (1) (2024)
Necdet Serhat Aybat, Hesam Ahmadi, Uday V. Shanbhag
On the Analysis of Inexact Augmented Lagrangian Schemes for Misspecified Conic Convex Programs. IEEE Trans. Autom. Control. 67 (8) (2022)
Xuan Zhang, Necdet Serhat Aybat, Mert Gürbüzbalaban
SAPD+: An Accelerated Stochastic Method for Nonconvex-Concave Minimax Problems. NeurIPS (2022)
Bugra Can, Saeed Soori, Necdet Serhat Aybat, Maryam Mehri Dehnavi, Mert Gürbüzbalaban
Randomized Gossiping With Effective Resistance Weights: Performance Guarantees and Applications. IEEE Trans. Control. Netw. Syst. 9 (2) (2022)
Bugra Can, Mert Gürbüzbalaban, Necdet Serhat Aybat
A Variance-Reduced Stochastic Accelerated Primal Dual Algorithm. CoRR (2022)
Erfan Yazdandoost Hamedani, Necdet Serhat Aybat
A Decentralized Primal-Dual Method for Constrained Minimization of a Strongly Convex Function. IEEE Trans. Autom. Control. 67 (11) (2022)
Diyako Ghaderyan, Necdet Serhat Aybat, A. Pedro Aguiar, Fernando M. Lobo Pereira
A Fast Row-Stochastic Decentralized Optimization Method Over Directed Graphs. CoRR (2021)
Erfan Yazdandoost Hamedani, Necdet Serhat Aybat
A Primal-Dual Algorithm with Line Search for General Convex-Concave Saddle Point Problems. SIAM J. Optim. 31 (2) (2021)
Necdet Serhat Aybat, Alireza Fallah, Mert Gürbüzbalaban, Asuman E. Ozdaglar
Robust Accelerated Gradient Methods for Smooth Strongly Convex Functions. SIAM J. Optim. 30 (1) (2020)
Necdet Serhat Aybat, Alireza Fallah, Mert Gürbüzbalaban, Asuman E. Ozdaglar
A Universally Optimal Multistage Accelerated Stochastic Gradient Method. CoRR (2019)
Jingyao Wang, Mahmoud E. Ashour, Constantino M. Lagoa, Necdet Serhat Aybat, Hao Che
A fully distributed traffic allocation algorithm for nonconcave utility maximization in connectionless communication networks. Autom. 109 (2019)
Mahmoud E. Ashour, Jingyao Wang, Necdet Serhat Aybat, Constantino Lagoa, Hao Che
End-to-End Distributed Flow Control for Networks with Nonconcave Utilities. IEEE Trans. Netw. Sci. Eng. 6 (3) (2019)
Necdet Serhat Aybat, Erfan Yazdandoost Hamedani
A Distributed ADMM-like Method for Resource Sharing over Time-Varying Networks. SIAM J. Optim. 29 (4) (2019)
Necdet Serhat Aybat, Alireza Fallah, Mert Gürbüzbalaban, Asuman E. Ozdaglar
A Universally Optimal Multistage Accelerated Stochastic Gradient Method. NeurIPS (2019)
Necdet Serhat Aybat, Alireza Fallah, Mert Gürbüzbalaban, Asuman E. Ozdaglar
Robust Accelerated Gradient Methods for Smooth Strongly Convex Functions. CoRR (2018)
Necdet Serhat Aybat, Zi Wang, Tianyi Lin, Shiqian Ma
Distributed Linearized Alternating Direction Method of Multipliers for Composite Convex Consensus Optimization. IEEE Trans. Autom. Control. 63 (1) (2018)
Shiqian Ma, Necdet Serhat Aybat
Efficient Optimization Algorithms for Robust Principal Component Analysis and Its Variants. CoRR (2018)
Shiqian Ma, Necdet Serhat Aybat
Efficient Optimization Algorithms for Robust Principal Component Analysis and Its Variants. Proc. IEEE 106 (8) (2018)
Erfan Yazdandoost Hamedani, Necdet Serhat Aybat
Multi-agent constrained optimization of a strongly convex function. GlobalSIP (2017)
Necdet Serhat Aybat, Mert Gürbüzbalaban
Decentralized computation of effective resistances and acceleration of consensus algorithms. GlobalSIP (2017)
Erfan Yazdandoost Hamedani, Necdet Serhat Aybat
Multi-agent constrained optimization of a strongly convex function over time-varying directed networks. Allerton (2017)
Mahmoud E. Ashour, Jingyao Wang, Constantino Lagoa, Necdet Serhat Aybat, Hao Che
Non-concave network utility maximization: A distributed optimization approach. INFOCOM (2017)
Necdet Serhat Aybat, Erfan Yazdandoost Hamedani
Distributed primal-dual method for multi-agent sharing problem with conic constraints. ACSSC (2016)
Hesam Ahmadi, Necdet Serhat Aybat, Uday V. Shanbhag
On the rate analysis of inexact augmented Lagrangian schemes for convex optimization problems with misspecified constraints. ACC (2016)
Necdet Serhat Aybat, Erfan Yazdandoost Hamedani
A primal-dual method for conic constrained distributed optimization problems. NIPS (2016)
Necdet Serhat Aybat, Sahar Zarmehri, Soundar R. T. Kumara
An ADMM Algorithm for Clustering Partially Observed Networks. SDM (2015)
Necdet Serhat Aybat, Donald Goldfarb, Shiqian Ma
Efficient algorithms for robust and stable principal component pursuit problems. Comput. Optim. Appl. 58 (1) (2014)