| SAPD+: An Accelerated Stochastic Method for Nonconvex-Concave Minimax Problems X Zhang, NS Aybat, M Gurbuzbalaban Advances in Neural Information Processing Systems 35, 21668--21681, 2022 | 35 | 2022 |
| Robust accelerated primal-dual methods for computing saddle points X Zhang, NS Aybat, M Gürbüzbalaban SIAM Journal on Optimization 34, 1097-1130, 2024 | 24 | 2024 |
| Jointly Improving the Sample and Communication Complexities in Decentralized Stochastic Minimax Optimization Xuan Zhang, Gabriel Mancino-Ball, Necdet Serhat Aybat, Yangyang Xu Proceedings of the AAAI Conference on Artificial Intelligence 38 (18), 20865 …, 2024 | 6 | 2024 |
| A Stochastic GDA Method With Backtracking For Solving Nonconvex (Strongly) Concave Minimax Problems Q Xu, X Zhang, NS Aybat, M Gurbuzbalaban https://arxiv.org/abs/2403.07806, 2024 | 5 | 2024 |
| AGDA+: Proximal Alternating Gradient Descent Ascent Method With a Nonmonotone Adaptive Step-Size Search For Nonconvex Minimax Problems X Zhang, Q Xu, NS Aybat https://arxiv.org/abs/2406.14371, 2024 | 1 | 2024 |
| Learning Neural Traffic Rules Xuan Zhang, Xifeng Gao, Kui Wu, Zherong Pan IEEE Robotics and Automation Letters 9 (2), 1724 - 1731, 2024 | 1* | 2024 |
| Stochastic Accelerated Primal Dual Methods for Minimax Problems X Zhang | | 2025 |
Necdet Serhat AybatIndustrial and Manufacturing Engineering, Penn State UniversityEmail verificata su psu.edu
