Necdet Serhat Aybat
Penn State University
H-index: 19
North America-United States
Top articles of Necdet Serhat Aybat
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Lp quasi-norm minimization: algorithm and applications | EURASIP Journal on Advances in Signal Processing | Omar M Sleem ME Ashour NS Aybat Constantino M Lagoa | 2024/2/7 |
A Stochastic GDA Method With Backtracking For Solving Nonconvex (Strongly) Concave Minimax Problems | arXiv preprint arXiv:2403.07806 | Qiushui Xu Xuan Zhang Necdet Serhat Aybat Mert Gürbüzbalaban | 2024/3/12 |
Jointly Improving the Sample and Communication Complexities in Decentralized Stochastic Minimax Optimization | Xuan Zhang Gabriel Mancino-Ball Necdet Serhat Aybat Yangyang Xu | 2023/7/18 | |
A Fast Row-Stochastic Decentralized Method for Distributed Optimization Over Directed Graphs | IEEE Transactions on Automatic Control | Diyako Ghaderyan Necdet Serhat Aybat A Pedro Aguiar Fernando Lobo Pereira | 2023/5/15 |
High probability and risk-averse guarantees for stochastic saddle point problems | arXiv preprint arXiv:2304.00444 | Yassine Laguel Necdet Serhat Aybat Mert Gürbüzbalaban | 2023/4/2 |
Randomized Primal-Dual Methods with Adaptive Step Sizes | E Yazdandoost Hamedani A Jalilzadeh NS Aybat | 2023 | |
SAPD+: An Accelerated Stochastic Method for Nonconvex-Concave Minimax Problems | Advances in Neural Information Processing Systems | Xuan Zhang Necdet Serhat Aybat Mert Gurbuzbalaban | 2022/5/30 |
A Variance-Reduced Stochastic Accelerated Primal Dual Algorithm | arXiv preprint arXiv:2202.09688 | Bugra Can Mert Gurbuzbalaban Necdet Serhat Aybat | 2022/2/19 |
A decentralized primal-dual method for constrained minimization of a strongly convex function | IEEE Transactions on Automatic Control | Erfan Yazdandoost Hamedani Necdet Serhat Aybat | 2022 |
A Primal-Dual Algorithm with Line Search for General Convex-Concave Saddle Point Problems | SIAM Journal on Optimization | Erfan Yazdandoost Hamedani Necdet Serhat Aybat | 2021 |
Robust Accelerated Primal-Dual Methods for Computing Saddle Points | accepted to SIAM Journal on Optimization (arXiv preprint arXiv:2111.12743) | Xuan Zhang Necdet Serhat Aybat Mert Gürbüzbalaban | 2021/11/24 |
On the analysis of inexact augmented Lagrangian schemes for misspecified conic convex programs | IEEE Transactions on Automatic Control | Necdet Serhat Aybat Hesam Ahmadi Uday V Shanbhag | 2021/10/6 |
On the Theoretical Guarantees for Parameter Estimation of Gaussian Random Field Models: A Sparse Precision Matrix Approach | Journal of Machine Learning Research | Sam Davanloo Tajbakhsh Necdet Serhat Aybat Enrique Del Castillo | 2020 |
Robust accelerated gradient methods for smooth strongly convex functions | SIAM Journal on Optimization | Necdet Serhat Aybat Alireza Fallah Mert Gurbuzbalaban Asuman Ozdaglar | 2020 |
Co-Authors
