Necdet Serhat Aybat

Identifiers

• name variant Necdet Serhat Aybat 0.60 · backfill

Papers (34)

1. Restarted Accelerated Primal-Dual Algorithms with Adaptive Stepsizes for Nonlinear Conic Constrained Convex Optimization math.OC · 2026 · author #1
2. AGDA+: Proximal Alternating Gradient Descent Ascent Method with a Nonmonotone Adaptive Step-Size Search for Nonconvex Minimax Problems math.OC · 2024 · author #3
3. High-probability complexity guarantees for nonconvex minimax problems math.OC · 2024 · author #3
4. A Stochastic GDA Method With Backtracking For Solving Nonconvex Concave Minimax Problems math.OC · 2024 · author #1
5. Jointly Improving the Sample and Communication Complexities in Decentralized Stochastic Minimax Optimization math.OC · 2023 · author #3
6. High Probability and Risk-Averse Guarantees for a Stochastic Accelerated Primal-Dual Method math.OC · 2023 · author #2
7. SAPD+: An Accelerated Stochastic Method for Nonconvex-Concave Minimax Problems math.OC · 2022 · author #2
8. A Variance-Reduced Stochastic Accelerated Primal Dual Algorithm math.OC · 2022 · author #3
9. A Fast Row-Stochastic Decentralized Method for Distributed Optimization Over Directed Graphs math.OC · 2021 · author #2
10. Robust Accelerated Primal-Dual Methods for Computing Saddle Points math.OC · 2021 · author #2
11. A Decentralized Primal-dual Method for Constrained Minimization of a Strongly Convex Function math.OC · 2019 · author #2
12. Randomized Gossiping with Effective Resistance Weights: Performance Guarantees and Applications math.OC · 2019 · author #3
13. A Universally Optimal Multistage Accelerated Stochastic Gradient Method math.OC · 2019 · author #1
14. Efficient Optimization Algorithms for Robust Principal Component Analysis and Its Variants math.OC · 2018 · author #2
15. Robust Accelerated Gradient Methods for Smooth Strongly Convex Functions math.OC · 2018 · author #1
16. A Primal-Dual Algorithm with Line Search for General Convex-Concave Saddle Point Problems math.OC · 2018 · author #2
17. Decentralized Computation of Effective Resistances and Acceleration of Consensus Algorithms math.OC · 2017 · author #1
18. Multi-agent constrained optimization of a strongly convex function over time-varying directed networks math.OC · 2017 · author #2
19. A distributed ADMM-like method for resource sharing over time-varying networks math.OC · 2016 · author #1
20. A Parallelizable Dual Smoothing Method for Large Scale Convex Regression Problems math.OC · 2016 · author #1
21. A primal-dual method for conic constrained distributed optimization problems math.OC · 2016 · author #1
22. Generalized Sparse Precision Matrix Selection for Fitting Multivariate Gaussian Random Fields to Large Data Sets stat.ML · 2016 · author #2
23. Distributed Linearized Alternating Direction Method of Multipliers for Composite Convex Consensus Optimization math.OC · 2015 · author #1
24. An ADMM Algorithm for Clustering Partially Observed Networks math.OC · 2014 · author #1
25. An Asynchronous Distributed Proximal Gradient Method for Composite Convex Optimization math.OC · 2014 · author #1
26. A Parallel Method for Large Scale Convex Regression Problems math.OC · 2014 · author #1
27. On the Theoretical Guarantees for Parameter Estimation of Gaussian Random Field Models: A Sparse Precision Matrix Approach stat.ML · 2014 · author #2
28. Semidefinite Programming For Chance Constrained Optimization Over Semialgebraic Sets math.OC · 2014 · author #2
29. Efficient Algorithms for Robust and Stable Principal Component Pursuit Problems math.OC · 2013 · author #1
30. An Alternating Direction Method with Increasing Penalty for Stable Principal Component Pursuit math.OC · 2013 · author #1
31. An Augmented Lagrangian Method for Conic Convex Programming math.OC · 2013 · author #1
32. Fast First-Order Methods for Stable Principal Component Pursuit math.OC · 2011 · author #1
33. A First-order Augmented Lagrangian Method for Compressed Sensing math.OC · 2010 · author #1
34. A Unified Approach for Minimizing Composite Norms math.OC · 2010 · author #1

Mentions

• 2406.14371 #3 · arxiv_oai · confidence 0.70 Necdet Serhat Aybat
• 2405.14130 #3 · arxiv_oai · confidence 0.70 Necdet Serhat Aybat
• 2205.15084 #2 · arxiv_oai · confidence 0.70 Necdet Serhat Aybat
• 2111.12743 #2 · arxiv_oai · confidence 0.70 Necdet Serhat Aybat
• 2307.09421 #3 · arxiv_oai · confidence 0.70 Necdet Serhat Aybat
• 2112.13257 #2 · arxiv_oai · confidence 0.70 Necdet Serhat Aybat
• 2304.00444 #2 · arxiv_oai · confidence 0.70 Necdet Serhat Aybat
• 1908.11835 #2 · arxiv_oai · confidence 0.70 Necdet Serhat Aybat
• 2202.09688 #3 · arxiv_oai · confidence 0.70 Necdet Serhat Aybat
• 1907.13110 #3 · arxiv_oai · confidence 0.70 Necdet Serhat Aybat
• 1605.03267 #2 · arxiv_oai · confidence 0.70 Necdet Serhat Aybat
• 1405.5576 #2 · arxiv_oai · confidence 0.70 Necdet Serhat Aybat
• 1803.01401 #2 · arxiv_oai · confidence 0.70 Necdet Serhat Aybat
• 1805.10579 #1 · arxiv_oai · confidence 0.70 Necdet Serhat Aybat
• 1901.08022 #1 · arxiv_oai · confidence 0.70 Necdet Serhat Aybat
• 1611.07393 #1 · arxiv_oai · confidence 0.70 Necdet Serhat Aybat
• 1806.03430 #2 · arxiv_oai · confidence 0.70 Necdet Serhat Aybat
• 1708.07190 #1 · arxiv_oai · confidence 0.70 Necdet Serhat Aybat
• 1706.07907 #2 · arxiv_oai · confidence 0.70 Necdet Serhat Aybat
• 1512.08122 #1 · arxiv_oai · confidence 0.70 Necdet Serhat Aybat
• 1608.02227 #1 · arxiv_oai · confidence 0.70 Necdet Serhat Aybat
• 1607.02536 #1 · arxiv_oai · confidence 0.70 Necdet Serhat Aybat
• 1409.8547 #1 · arxiv_oai · confidence 0.70 Necdet Serhat Aybat
• 1402.6382 #2 · arxiv_oai · confidence 0.70 Necdet Serhat Aybat
• 1105.2126 #1 · arxiv_oai · confidence 0.70 Necdet Serhat Aybat
• 1309.6553 #1 · arxiv_oai · confidence 0.70 Necdet Serhat Aybat
• 1410.3898 #1 · arxiv_oai · confidence 0.70 Necdet Serhat Aybat
• 1407.7220 #1 · arxiv_oai · confidence 0.70 Necdet Serhat Aybat
• 1309.6976 #1 · arxiv_oai · confidence 0.70 Necdet Serhat Aybat
• 1302.6322 #1 · arxiv_oai · confidence 0.70 Necdet Serhat Aybat
• 1005.4733 #1 · arxiv_oai · confidence 0.70 Necdet Serhat Aybat
• 1005.5582 #1 · arxiv_oai · confidence 0.70 Necdet Serhat Aybat
• 1410.3898 #1 · backfill · confidence 0.70 Necdet Serhat Aybat
• 1409.8547 #1 · backfill · confidence 0.70 Necdet Serhat Aybat
• 1407.7220 #1 · backfill · confidence 0.70 Necdet Serhat Aybat
• 1402.6382 #2 · backfill · confidence 0.70 Necdet Serhat Aybat
• 2605.29291 #1 · arxiv_oai · confidence 0.70 Necdet Serhat Aybat
• 1309.6976 #1 · backfill · confidence 0.70 Necdet Serhat Aybat
• 1309.6553 #1 · backfill · confidence 0.70 Necdet Serhat Aybat
• 1302.6322 #1 · backfill · confidence 0.70 Necdet Serhat Aybat
• 1105.2126 #1 · backfill · confidence 0.70 Necdet Serhat Aybat
• 1005.5582 #1 · backfill · confidence 0.70 Necdet Serhat Aybat
• 1005.4733 #1 · backfill · confidence 0.70 Necdet Serhat Aybat

Frequent Coauthors

• Garud Iyengar 6 shared papers
• Erfan Yazdandoost Hamedani 5 shared papers
• Mert G\"urb\"uzbalaban 5 shared papers
• Mert Gurbuzbalaban 5 shared papers
• Xuan Zhang 5 shared papers
• Zi Wang 4 shared papers
• Shiqian Ma 3 shared papers
• Alireza Fallah 2 shared papers
• Asuman Ozdaglar 2 shared papers
• Bugra Can 2 shared papers
• Donald Goldfarb 2 shared papers
• Enrique del Castillo 2 shared papers
• Qiushui Xu 2 shared papers
• Sam Davanloo Tajbakhsh 2 shared papers
• Yassine Laguel 2 shared papers
• A. Pedro Aguiar 1 shared papers
• Ashkan Jasour 1 shared papers
• Constantino Lagoa 1 shared papers
• Diyako Ghaderyan 1 shared papers
• Fernando Lobo Pereira 1 shared papers